Ranking the effect of intervention at countylevel
Kenneth Lee
06/01/2021
Abstract
This notebook has two objectives. Firstly, it aims to measure the effect of interventions on mobility with other potential confounding signals such as confirmed case counts. The motivation is to observe whether the effect of intervention is greater than the effect of case signals on mobility. Secondly, we will rank the effects of various government interventions.
Due to the limitation of computation, we focus on analyzing the state of California and its counties. We will regress mobility signals on the covariates of interests and measure the effect of the covariates based on its regression coefficients.
library(dplyr)
library(lubridate)
library(covidcast)
library(RcppRoll)
library(tidycensus)
library(reshape2)
library(zoo)
library(readxl)
library(ggplot2)
library(gridExtra)
source("code/loader.r")
source("code/parser.r")
# Load files
confirmed_7dav_cumulative_prop <- read_excel("data/case_signals/ca-county-confirmed_7dav_cumulative_prop.xlsx")
confirmed_7dav_incidence_prop <- read_excel("data/case_signals/ca-county-confirmed_7dav_incidence_prop.xlsx")
deaths_7dav_cumulative_prop <- read_excel("data/case_signals/ca-county-deaths_7dav_cumulative_prop.xlsx")
deaths_7dav_incidence_prop <- read_excel("data/case_signals/ca-county-deaths_7dav_incidence_prop.xlsx")
tx.confirmed_7dav_cumulative_prop <- read_excel("data/case_signals/tx.confirmed_7dav_cumulative_prop.xlsx")
tx.confirmed_7dav_incidence_prop <- read_excel("data/case_signals/tx.confirmed_7dav_incidence_prop.xlsx")
tx.deaths_7dav_cumulative_prop <- read_excel("data/case_signals/tx.deaths_7dav_cumulative_prop.xlsx")
tx.deaths_7dav_incidence_prop <- read_excel("data/case_signals/tx.deaths_7dav_incidence_prop.xlsx")
STARTDATE <- "2020-02-20"
ENDDATE <- "2020-12-15"
fipscodes <- fips_codes%>%
mutate(fips =paste(state_code, county_code, sep=""))
# Get counties names
ca.counties <- fipscodes%>%
filter(state=="CA")%>% select(county)
ca.counties <- ca.counties$county
tx.counties <- fipscodes%>%
filter(state=="TX")%>% select(county)
tx.counties <- tx.counties$county
ca.rest <- read.csv("data/ca.rest.csv",stringsAsFactors = F)
ca.chome <- read.csv("data/ca.chome.csv",stringsAsFactors = F)
tx.rest <- read.csv("data/tx.rest.csv",stringsAsFactors = F)
tx.chome <- read.csv("data/tx.chome.csv",stringsAsFactors = F)
tx.chome$time_value <- as.Date(tx.chome$time_value)
tx.rest$time_value <- as.Date(tx.rest$time_value)
ca.chome$time_value <- as.Date(ca.chome$time_value)
ca.rest$time_value <- as.Date(ca.rest$time_value)
ca.rest$geo_value <- paste("0",ca.rest$geo_value, sep="")
ca.chome$geo_value <- paste("0",ca.chome$geo_value, sep="")
tx.chome$geo_value <- as.character(tx.chome$geo_value)
tx.rest$geo_value <- as.character(tx.rest$geo_value)
# Convert the time_value to DATE
confirmed_7dav_cumulative_prop$time_value <- as.Date(confirmed_7dav_cumulative_prop$time_value)
confirmed_7dav_incidence_prop$time_value <- as.Date(confirmed_7dav_incidence_prop$time_value)
deaths_7dav_cumulative_prop$time_value <- as.Date(deaths_7dav_cumulative_prop$time_value)
deaths_7dav_incidence_prop$time_value <- as.Date(deaths_7dav_incidence_prop$time_value)
# time value
tx.confirmed_7dav_cumulative_prop$time_value <- as.Date(tx.confirmed_7dav_cumulative_prop$time_value)
tx.confirmed_7dav_incidence_prop$time_value <- as.Date(tx.confirmed_7dav_incidence_prop$time_value)
tx.deaths_7dav_cumulative_prop$time_value <- as.Date(tx.deaths_7dav_cumulative_prop$time_value)
tx.deaths_7dav_incidence_prop$time_value <- as.Date(tx.deaths_7dav_incidence_prop$time_value)
# Convert the county fips codes to character
tx.confirmed_7dav_cumulative_prop$geo_value <- as.character(tx.confirmed_7dav_cumulative_prop$geo_value)
tx.confirmed_7dav_incidence_prop$geo_value <- as.character(tx.confirmed_7dav_incidence_prop$geo_value)
tx.deaths_7dav_cumulative_prop$geo_value <- as.character(tx.deaths_7dav_cumulative_prop$geo_value)
tx.deaths_7dav_incidence_prop$geo_value <- as.character(tx.deaths_7dav_incidence_prop$geo_value)
# Pad 0 to all CA data
confirmed_7dav_cumulative_prop$geo_value <- paste("0", confirmed_7dav_cumulative_prop$geo_value, sep="" )
confirmed_7dav_incidence_prop$geo_value <- paste("0", confirmed_7dav_incidence_prop$geo_value, sep="" )
deaths_7dav_cumulative_prop$geo_value <- paste("0", deaths_7dav_cumulative_prop$geo_value, sep="" )
deaths_7dav_incidence_prop$geo_value <- paste("0", deaths_7dav_incidence_prop$geo_value, sep="" )
# Policy data
policy <- load_policy()
ca.policy <- policy %>% filter(StatePostal == "ca", StateWide == 1)
tx.policy <- policy %>% filter(StatePostal == "tx", StateWide == 1)
ca.rest$county <- fips_to_name(ca.rest$geo_value)
ca.chome$county <- fips_to_name(ca.chome$geo_value)
tx.rest$county <- fips_to_name(tx.rest$geo_value)
tx.chome$county <- fips_to_name(tx.chome$geo_value)
ca.policy_signal<- getSumOfPolicy(ca.policy , STARTDATE, ENDDATE)
tx.policy_signal<- getSumOfPolicy(tx.policy , STARTDATE, ENDDATE)
# Turn the polical signal to be factors
factored.ca.policy.signal <- cbind(ca.policy_signal[1],
lapply(ca.policy_signal[3:14],
as.factor),
ca.policy_signal[15:16])
ca.holidays <- c("2019-01-01",
"2019-01-21",
"2019-02-18",
"2019-04-01",
"2019-05-27",
"2019-07-04",
"2019-09-02",
"2019-09-09",
"2019-09-27",
"2019-11-11",
"2019-11-28",
"2019-12-25",
"2020-01-01",
"2020-01-20",
"2020-02-17",
"2020-03-31",
"2020-05-25",
"2020-07-03",
"2020-09-07",
"2020-09-09",
"2020-09-25",
"2020-11-11",
"2020-11-26",
"2020-12-25",
"2021-01-01",
"2021-01-18")
tx.holidays <- c("2019-01-01",
"2019-01-19",
"2019-01-21",
"2019-02-18",
"2019-03-02",
"2019-03-31",
"2019-04-19",
"2019-04-21",
"2019-05-27",
"2019-06-19",
"2019-07-04",
"2019-09-02",
"2019-11-11",
"2019-11-28",
"2019-12-24",
"2019-12-25",
"2019-12-26",
"2020-01-01",
"2020-01-19",
"2020-01-20",
"2020-02-17",
"2020-03-02",
"2020-03-21",
"2020-04-10",
"2020-04-21",
"2020-05-25",
"2020-06-19",
"2020-07-03",
"2020-09-07",
"2020-11-11",
"2020-11-26",
"2020-12-24",
"2020-12-25",
"2020-12-26")
# May through October is wildfire season
ca.wildfire_seasons <- seq(as.Date("2020-05-01"), as.Date("2020-10-31"), 1)
tx.wildfire_seasons <- seq(as.Date("2020-03-01"), as.Date("2020-05-31"), 1)
# airquality
ca.air.2019 <- read.csv("data/air.quality/ad_viz_plotval_data_pm2.5_2019.csv")
ca.air.2020 <- read.csv("data/air.quality/ad_viz_plotval_data_pm2.5_2020.csv")
ca.air.2021 <- read.csv("data/air.quality/ad_viz_plotval_data_pm2.5_2021.csv")
tx.air.2019 <- read.csv("data/air.quality/ad_viz_plotval_data_tx_2019.csv")
tx.air.2020 <- read.csv("data/air.quality/ad_viz_plotval_data_tx_2020.csv")
tx.air.2021 <- read.csv("data/air.quality/ad_viz_plotval_data_tx_2021.csv")
ca.air <- rbind(ca.air.2019, ca.air.2020, ca.air.2021)
tx.air <- rbind(tx.air.2019, tx.air.2020, tx.air.2021)
sel_col <- c("Date", "DAILY_AQI_VALUE","COUNTY")
ca.air <- ca.air[sel_col]
tx.air <- tx.air[sel_col]
# Change the date format
ca.air$Date <- as.Date(format(strptime(as.character(ca.air$Date), "%m/%d/%Y"), "%Y-%m-%d"))
tx.air$Date <- as.Date(format(strptime(as.character(tx.air$Date), "%m/%d/%Y"), "%Y-%m-%d"))
ca.air$COUNTY <- paste(ca.air$COUNTY, "County", sep=" ")
tx.air$COUNTY <- paste(tx.air$COUNTY, "County", sep=" ")
ca.air$DAILY_AQI_VALUE <- as.numeric(ca.air$DAILY_AQI_VALUE)
tx.air$DAILY_AQI_VALUE <- as.numeric(tx.air$DAILY_AQI_VALUE)
colnames(ca.air)[1] <- "time_value"
colnames(ca.air)[3] <- "county"
colnames(tx.air)[1] <- "time_value"
colnames(tx.air)[3] <- "county"
# Take the median AQI
ca.median_aqi <- ca.air %>%
group_by(county, time_value)%>%
summarize(median_AQI = median(DAILY_AQI_VALUE))
tx.median_aqi<- tx.air %>%
group_by(county, time_value)%>%
summarize(median_AQI = median(DAILY_AQI_VALUE))################ getForwardDays () ###################
# compute the number of days within a given day range that
# gives the highest spearman correlation between df1 and df2
# argument
# df1: a dataframe
# df2: a dataframe that the data needs to be forwarded
# dt_vec: a vector contains a range of integers
getForwardDays <- function(df1, df2, dt_vec){
# Empty list
df_list <- vector("list", length(dt_vec))
for (i in 1:length(dt_vec)) {
df_list[[i]] <- covidcast_cor(df1, df2, dt_y = dt_vec[i],
by = "geo_value",
method="spearman")
df_list[[i]]$dt <- dt_vec[i]
}
# Stack into one big data frame
df <- do.call(rbind, df_list)
return(df)
}
################ joinConfounder() ###################
joinConfounder <- function(mobility.df, policy.df, state="ca"){
if(state=="ca"){
# Combine case and mobility
cum.confirmed.case <- confirmed_7dav_cumulative_prop[c("time_value","geo_value","value")]
new.confirmed.case <- confirmed_7dav_incidence_prop[c("time_value","geo_value","value")]
cum.death.case <- deaths_7dav_cumulative_prop[c("time_value","geo_value","value")]
new.death.case <- deaths_7dav_incidence_prop[c("time_value","geo_value","value")]
}else{
# Combine case and mobility
cum.confirmed.case <- tx.confirmed_7dav_cumulative_prop[c("time_value","geo_value","value")]
new.confirmed.case <- tx.confirmed_7dav_incidence_prop[c("time_value","geo_value","value")]
cum.death.case <- tx.deaths_7dav_cumulative_prop[c("time_value","geo_value","value")]
new.death.case <- tx.deaths_7dav_incidence_prop[c("time_value","geo_value","value")]
}
colnames(cum.confirmed.case)[3] <- "confirmed_7dav_cumulative_prop"
colnames(new.confirmed.case)[3] <- "confirmed_7dav_incidence_prop"
colnames(cum.death.case)[3] <- "deaths_7dav_cumulative_prop"
colnames(new.death.case)[3] <- "deaths_7dav_incidence_prop"
# A list of confounders
confounders <- list(cum.confirmed.case,
new.confirmed.case,
cum.death.case,
new.death.case)
# Left join again with all other potential confounders
for (confounder in confounders){
mobility.df <- left_join(mobility.df, confounder, by=c("time_value", "geo_value"))
}
# combine with policy signal
mobility.df <- left_join(mobility.df, policy.df, by=c("time_value"))
if(state=="ca"){
mobility.df <- left_join(mobility.df, ca.median_aqi, by=c("time_value", "county"))
}else{
mobility.df <- left_join(mobility.df, tx.median_aqi, by=c("time_value", "county"))
}
return(mobility.df)
}
################ prepDF() ###################
prepDF <- function(mobility.df,
policy,
states,
interventions,
fips_codes,
forward=F){
# Convert to lower case
lowerStates <- tolower(states)
# filter policy
policy.df <- policy %>% filter(StatePostal%in%lowerStates, StateWide == 1)
policy.df <- getSumOfPolicy(policy.df, STARTDATE, ENDDATE)
# convert to factor
policy.df[interventions] <- lapply(policy.df[interventions], as.factor)
# join the mobility and policy
df<- joinConfounder(mobility.df, policy.df, state = lowerStates)
# Change the value name for fitting regression model
colnames(df)[colnames(df)=="value"] <- unique(mobility.df$signal)
return(df)
}
############ plot_bar() ###################
plot_bar <- function(df,
x,
y,
lower.bound,
upper.bound,
gp,
name){
p<- ggplot(df, aes_string(x=x, y=y, group=gp, color=gp)) +
#geom_line() +
geom_point()+
geom_errorbar(aes_string(xmin=lower.bound, xmax=upper.bound), width=.2,
position=position_dodge(0.05))+
ggtitle(name)
return(p)
}Model:
\[Y_t = \beta_{0}+ \sum_{i}\beta_{i}S_{i_{t}} + \sum_{k}\beta_{k}P_{k_{t}}\]
Completely stay at home: CA
interventions <- c("EmergDec",
"GathRestrict",
"SchoolClose",
"BarRestrict",
"PublicMask",
"OtherBusinessClose",
"BusinessMask",
"SchoolMask",
"Quarantine")
confounders.names <- c("confirmed_7dav_cumulative_prop",
"confirmed_7dav_incidence_prop",
"deaths_7dav_cumulative_prop",
"deaths_7dav_incidence_prop")
mobility.name <- "completely_home_prop"
formula1 <- as.formula(paste(mobility.name, paste(c(confounders.names, interventions ), collapse=" + "), sep=" ~ "))
ca.stayhome <- prepDF(ca.chome,
policy,
states="CA",
interventions,
fips_codes)
# weekends filter
ca.stayhome <- ca.stayhome%>%
mutate(weekday= weekdays(as.Date(time_value)))%>%
mutate(weekend= as.factor(ifelse(weekday %in% c("Saturday", "Sunday"), 1, 0)),
holiday = as.factor(ifelse(as.Date(time_value) %in% as.Date(ca.holidays), 1, 0)),
wildfire= as.factor(ifelse(as.Date(time_value) %in% as.Date(ca.wildfire_seasons), 1, 0)))
interventions <- c("EmergDec","GathRestrict","SchoolClose","BarRestrict","PublicMask","OtherBusinessClose","BusinessMask", "SchoolMask" ,"Quarantine","weekend","holiday")
formula1 <- as.formula(paste(mobility.name, paste(c(confounders.names, interventions ), collapse=" + "), sep=" ~ "))
# Filter the fips codes
filtered_fips <- fipscodes %>%filter(state %in% "CA")
ls <- list()
count <- 1
for(code in filtered_fips$fips){
p <- ca.stayhome %>% filter(geo_value.x==code) %>%
lm(formula1,data=.)
ls[[count]] <- p
count <- count + 1
print(fips_to_name(code))
print(summary(p))
}## 06001
## "Alameda County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.07741 -0.01914 -0.00005 0.01783 0.12161
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.335e-01 7.457e-03 31.305 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.292e-05 3.404e-05 1.848 0.06557 .
## confirmed_7dav_incidence_prop 3.464e-04 5.545e-04 0.625 0.53269
## deaths_7dav_cumulative_prop -4.629e-03 1.675e-03 -2.764 0.00608 **
## deaths_7dav_incidence_prop 1.796e-03 2.274e-02 0.079 0.93712
## EmergDec1 9.042e-03 1.280e-02 0.707 0.48036
## GathRestrict1 8.518e-03 2.219e-02 0.384 0.70131
## SchoolClose1 1.521e-01 2.260e-02 6.728 9.46e-11 ***
## BarRestrict1 6.568e-02 1.369e-02 4.796 2.61e-06 ***
## PublicMask1 2.556e-02 9.466e-03 2.700 0.00735 **
## OtherBusinessClose1 -2.053e-02 8.281e-03 -2.479 0.01375 *
## BusinessMask1 -5.812e-02 7.808e-03 -7.443 1.18e-12 ***
## SchoolMask1 -2.392e-02 8.968e-03 -2.667 0.00809 **
## Quarantine1 2.149e-03 9.398e-03 0.229 0.81926
## weekend1 3.757e-03 3.563e-03 1.054 0.29261
## holiday1 -1.444e-03 1.012e-02 -0.143 0.88664
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02764 on 284 degrees of freedom
## Multiple R-squared: 0.8422, Adjusted R-squared: 0.8338
## F-statistic: 101 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06003
## "Alpine County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.221995 -0.053465 -0.004943 0.052239 0.207566
##
## Coefficients: (2 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.916e-01 2.122e-02 9.027 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.193e-05 1.180e-05 -1.859 0.06406 .
## confirmed_7dav_incidence_prop 7.493e-05 4.694e-05 1.596 0.11152
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 2.895e-02 3.641e-02 0.795 0.42717
## GathRestrict1 -6.785e-02 6.313e-02 -1.075 0.28341
## SchoolClose1 1.465e-01 6.431e-02 2.278 0.02346 *
## BarRestrict1 8.351e-02 3.888e-02 2.148 0.03258 *
## PublicMask1 -9.503e-03 2.552e-02 -0.372 0.70994
## OtherBusinessClose1 -7.346e-02 2.268e-02 -3.239 0.00134 **
## BusinessMask1 -4.613e-02 2.155e-02 -2.141 0.03314 *
## SchoolMask1 -2.267e-02 1.309e-02 -1.731 0.08447 .
## Quarantine1 6.668e-02 2.827e-02 2.359 0.01900 *
## weekend1 1.926e-02 1.013e-02 1.901 0.05828 .
## holiday1 2.185e-02 2.875e-02 0.760 0.44804
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.07866 on 286 degrees of freedom
## Multiple R-squared: 0.3557, Adjusted R-squared: 0.3264
## F-statistic: 12.14 on 13 and 286 DF, p-value: < 2.2e-16
##
## 06005
## "Amador County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.068005 -0.015912 -0.001628 0.015269 0.127605
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.496e-01 7.444e-03 33.536 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.312e-05 2.522e-05 1.313 0.190149
## confirmed_7dav_incidence_prop -1.684e-05 4.344e-04 -0.039 0.969112
## deaths_7dav_cumulative_prop -1.152e-03 3.408e-04 -3.381 0.000824 ***
## deaths_7dav_incidence_prop 1.839e-03 2.206e-03 0.834 0.405048
## EmergDec1 -2.278e-02 1.277e-02 -1.784 0.075527 .
## GathRestrict1 1.598e-02 2.215e-02 0.722 0.471059
## SchoolClose1 6.452e-02 2.256e-02 2.860 0.004554 **
## BarRestrict1 6.000e-02 1.364e-02 4.399 1.54e-05 ***
## PublicMask1 1.473e-02 8.936e-03 1.648 0.100483
## OtherBusinessClose1 -2.902e-02 7.956e-03 -3.648 0.000315 ***
## BusinessMask1 -2.671e-02 7.568e-03 -3.529 0.000486 ***
## SchoolMask1 -6.182e-03 7.438e-03 -0.831 0.406579
## Quarantine1 -8.738e-03 9.753e-03 -0.896 0.371035
## weekend1 4.296e-02 3.555e-03 12.084 < 2e-16 ***
## holiday1 2.146e-02 1.008e-02 2.128 0.034210 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02759 on 284 degrees of freedom
## Multiple R-squared: 0.6998, Adjusted R-squared: 0.684
## F-statistic: 44.14 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06007
## "Butte County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.059254 -0.017280 0.000361 0.014805 0.121548
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.284e-01 6.784e-03 33.664 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.208e-05 2.656e-05 2.337 0.020112 *
## confirmed_7dav_incidence_prop -5.496e-04 3.906e-04 -1.407 0.160484
## deaths_7dav_cumulative_prop -4.172e-03 1.441e-03 -2.895 0.004085 **
## deaths_7dav_incidence_prop 7.414e-03 1.472e-02 0.504 0.614855
## EmergDec1 -4.468e-03 1.164e-02 -0.384 0.701416
## GathRestrict1 -1.071e-02 2.018e-02 -0.531 0.596155
## SchoolClose1 6.016e-02 2.056e-02 2.926 0.003708 **
## BarRestrict1 7.019e-02 1.243e-02 5.646 3.97e-08 ***
## PublicMask1 -1.263e-03 8.143e-03 -0.155 0.876875
## OtherBusinessClose1 -2.757e-02 7.249e-03 -3.804 0.000175 ***
## BusinessMask1 -3.689e-02 6.994e-03 -5.274 2.65e-07 ***
## SchoolMask1 -5.245e-03 7.538e-03 -0.696 0.487065
## Quarantine1 1.124e-02 8.341e-03 1.347 0.179025
## weekend1 3.373e-02 3.242e-03 10.404 < 2e-16 ***
## holiday1 1.179e-02 9.167e-03 1.286 0.199466
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02515 on 284 degrees of freedom
## Multiple R-squared: 0.6793, Adjusted R-squared: 0.6624
## F-statistic: 40.11 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06009
## "Calaveras County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.068366 -0.017313 -0.000163 0.016241 0.149028
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.622e-01 7.999e-03 32.774 < 2e-16 ***
## confirmed_7dav_cumulative_prop -4.938e-06 2.984e-05 -0.166 0.8687
## confirmed_7dav_incidence_prop 3.488e-04 6.204e-04 0.562 0.5744
## deaths_7dav_cumulative_prop -4.909e-04 4.165e-04 -1.179 0.2395
## deaths_7dav_incidence_prop 4.945e-03 3.966e-03 1.247 0.2136
## EmergDec1 -2.820e-02 1.373e-02 -2.055 0.0408 *
## GathRestrict1 2.339e-02 2.380e-02 0.983 0.3266
## SchoolClose1 6.659e-02 2.424e-02 2.747 0.0064 **
## BarRestrict1 3.655e-02 1.466e-02 2.493 0.0132 *
## PublicMask1 3.129e-04 9.608e-03 0.033 0.9740
## OtherBusinessClose1 -1.268e-02 8.560e-03 -1.481 0.1398
## BusinessMask1 -4.487e-02 8.204e-03 -5.469 9.92e-08 ***
## SchoolMask1 7.146e-03 8.444e-03 0.846 0.3981
## Quarantine1 2.035e-02 1.059e-02 1.921 0.0558 .
## weekend1 3.903e-02 3.818e-03 10.222 < 2e-16 ***
## holiday1 1.896e-03 1.085e-02 0.175 0.8614
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02965 on 284 degrees of freedom
## Multiple R-squared: 0.5862, Adjusted R-squared: 0.5643
## F-statistic: 26.82 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06011
## "Colusa County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.09063 -0.01875 0.00060 0.01841 0.12993
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.384e-01 8.638e-03 27.600 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.857e-05 1.341e-05 -1.385 0.167053
## confirmed_7dav_incidence_prop 5.566e-04 2.247e-04 2.477 0.013847 *
## deaths_7dav_cumulative_prop 1.389e-03 1.170e-03 1.188 0.235950
## deaths_7dav_incidence_prop -3.835e-03 8.482e-03 -0.452 0.651528
## EmergDec1 -1.713e-02 1.482e-02 -1.156 0.248598
## GathRestrict1 4.349e-03 2.570e-02 0.169 0.865733
## SchoolClose1 3.787e-02 2.618e-02 1.447 0.149080
## BarRestrict1 6.242e-02 1.583e-02 3.944 0.000101 ***
## PublicMask1 -1.533e-03 1.036e-02 -0.148 0.882496
## OtherBusinessClose1 -3.190e-02 9.229e-03 -3.457 0.000631 ***
## BusinessMask1 -2.840e-02 9.000e-03 -3.156 0.001773 **
## SchoolMask1 2.618e-03 1.315e-02 0.199 0.842314
## Quarantine1 4.362e-04 1.112e-02 0.039 0.968740
## weekend1 3.633e-02 4.127e-03 8.801 < 2e-16 ***
## holiday1 2.700e-02 1.176e-02 2.296 0.022376 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03202 on 284 degrees of freedom
## Multiple R-squared: 0.4857, Adjusted R-squared: 0.4586
## F-statistic: 17.88 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06013
## "Contra Costa County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.05338 -0.01693 -0.00111 0.01659 0.13123
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.329e-01 7.107e-03 32.770 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.041e-04 2.259e-05 4.606 6.20e-06 ***
## confirmed_7dav_incidence_prop 6.771e-04 3.884e-04 1.743 0.082365 .
## deaths_7dav_cumulative_prop -1.182e-02 2.169e-03 -5.449 1.10e-07 ***
## deaths_7dav_incidence_prop -4.343e-02 3.380e-02 -1.285 0.199902
## EmergDec1 1.218e-03 1.219e-02 0.100 0.920508
## GathRestrict1 5.875e-03 2.114e-02 0.278 0.781318
## SchoolClose1 1.528e-01 2.154e-02 7.095 1.03e-11 ***
## BarRestrict1 6.853e-02 1.303e-02 5.258 2.87e-07 ***
## PublicMask1 1.875e-02 8.852e-03 2.118 0.035021 *
## OtherBusinessClose1 -3.047e-02 7.926e-03 -3.844 0.000149 ***
## BusinessMask1 -4.520e-02 8.105e-03 -5.576 5.73e-08 ***
## SchoolMask1 3.693e-03 8.419e-03 0.439 0.661302
## Quarantine1 -2.345e-02 9.915e-03 -2.365 0.018709 *
## weekend1 1.123e-02 3.395e-03 3.308 0.001059 **
## holiday1 1.094e-02 9.591e-03 1.140 0.255119
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02634 on 284 degrees of freedom
## Multiple R-squared: 0.8442, Adjusted R-squared: 0.836
## F-statistic: 102.6 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06015
## "Del Norte County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.078091 -0.020632 -0.000986 0.017783 0.135916
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.721e-01 8.076e-03 33.686 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.594e-06 1.802e-05 0.199 0.842060
## confirmed_7dav_incidence_prop 2.705e-04 2.468e-04 1.096 0.274044
## deaths_7dav_cumulative_prop 8.824e-04 2.323e-03 0.380 0.704341
## deaths_7dav_incidence_prop -8.091e-04 2.036e-02 -0.040 0.968326
## EmergDec1 -1.352e-02 1.386e-02 -0.976 0.330073
## GathRestrict1 2.091e-03 2.403e-02 0.087 0.930714
## SchoolClose1 3.755e-02 2.448e-02 1.534 0.126142
## BarRestrict1 5.620e-02 1.480e-02 3.798 0.000179 ***
## PublicMask1 1.160e-03 9.691e-03 0.120 0.904784
## OtherBusinessClose1 -9.790e-03 8.671e-03 -1.129 0.259856
## BusinessMask1 -3.873e-02 8.729e-03 -4.437 1.31e-05 ***
## SchoolMask1 -1.062e-02 7.390e-03 -1.437 0.151807
## Quarantine1 8.911e-03 1.061e-02 0.840 0.401559
## weekend1 3.846e-02 3.858e-03 9.970 < 2e-16 ***
## holiday1 1.682e-02 1.090e-02 1.543 0.123975
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02994 on 284 degrees of freedom
## Multiple R-squared: 0.5213, Adjusted R-squared: 0.496
## F-statistic: 20.62 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06017
## "El Dorado County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.070535 -0.016625 -0.003249 0.015074 0.119331
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.270e-01 7.345e-03 30.909 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.535e-05 3.063e-05 -0.501 0.6166
## confirmed_7dav_incidence_prop 6.671e-04 3.268e-04 2.041 0.0421 *
## deaths_7dav_cumulative_prop -1.080e-03 7.500e-03 -0.144 0.8856
## deaths_7dav_incidence_prop 2.429e-02 3.496e-02 0.695 0.4876
## EmergDec1 2.111e-03 1.260e-02 0.167 0.8671
## GathRestrict1 -4.862e-03 2.185e-02 -0.222 0.8241
## SchoolClose1 1.153e-01 2.226e-02 5.180 4.22e-07 ***
## BarRestrict1 6.099e-02 1.346e-02 4.531 8.67e-06 ***
## PublicMask1 -6.572e-03 8.832e-03 -0.744 0.4574
## OtherBusinessClose1 -4.459e-02 7.857e-03 -5.676 3.40e-08 ***
## BusinessMask1 -5.635e-02 7.559e-03 -7.456 1.09e-12 ***
## SchoolMask1 -1.236e-02 7.282e-03 -1.697 0.0908 .
## Quarantine1 2.400e-02 1.116e-02 2.150 0.0324 *
## weekend1 3.527e-02 3.509e-03 10.052 < 2e-16 ***
## holiday1 1.737e-02 9.978e-03 1.741 0.0828 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02723 on 284 degrees of freedom
## Multiple R-squared: 0.7903, Adjusted R-squared: 0.7792
## F-statistic: 71.36 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06019
## "Fresno County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.051446 -0.015462 -0.001225 0.013921 0.114732
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.489e-01 6.477e-03 38.423 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.331e-05 1.786e-05 1.865 0.063165 .
## confirmed_7dav_incidence_prop 9.171e-05 2.600e-04 0.353 0.724584
## deaths_7dav_cumulative_prop -2.617e-03 1.189e-03 -2.201 0.028566 *
## deaths_7dav_incidence_prop -2.083e-02 1.496e-02 -1.392 0.165078
## EmergDec1 -1.017e-02 1.111e-02 -0.915 0.360921
## GathRestrict1 -6.835e-04 1.927e-02 -0.035 0.971730
## SchoolClose1 8.382e-02 1.963e-02 4.270 2.66e-05 ***
## BarRestrict1 6.568e-02 1.187e-02 5.534 7.10e-08 ***
## PublicMask1 4.309e-03 7.804e-03 0.552 0.581265
## OtherBusinessClose1 -4.066e-02 6.984e-03 -5.823 1.56e-08 ***
## BusinessMask1 -2.654e-02 7.603e-03 -3.491 0.000558 ***
## SchoolMask1 -1.641e-02 1.005e-02 -1.633 0.103514
## Quarantine1 4.522e-03 8.110e-03 0.558 0.577591
## weekend1 2.325e-02 3.096e-03 7.511 7.68e-13 ***
## holiday1 1.008e-02 8.763e-03 1.150 0.251029
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02401 on 284 degrees of freedom
## Multiple R-squared: 0.742, Adjusted R-squared: 0.7284
## F-statistic: 54.46 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06021
## "Glenn County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.063141 -0.018549 0.000389 0.017037 0.134792
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.202e-01 7.702e-03 28.592 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.516e-05 5.064e-06 -2.994 0.00299 **
## confirmed_7dav_incidence_prop 4.383e-04 2.237e-04 1.960 0.05103 .
## deaths_7dav_cumulative_prop 1.940e-04 2.242e-04 0.865 0.38769
## deaths_7dav_incidence_prop -3.578e-03 1.901e-03 -1.882 0.06085 .
## EmergDec1 -1.270e-02 1.322e-02 -0.961 0.33755
## GathRestrict1 2.171e-02 2.291e-02 0.947 0.34424
## SchoolClose1 4.120e-02 2.334e-02 1.765 0.07863 .
## BarRestrict1 6.016e-02 1.411e-02 4.262 2.75e-05 ***
## PublicMask1 -7.128e-03 9.242e-03 -0.771 0.44119
## OtherBusinessClose1 -2.663e-02 8.236e-03 -3.233 0.00137 **
## BusinessMask1 -2.050e-02 8.206e-03 -2.498 0.01305 *
## SchoolMask1 1.700e-02 8.820e-03 1.927 0.05497 .
## Quarantine1 -3.198e-03 9.816e-03 -0.326 0.74485
## weekend1 4.039e-02 3.683e-03 10.968 < 2e-16 ***
## holiday1 1.707e-02 1.050e-02 1.627 0.10495
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02855 on 284 degrees of freedom
## Multiple R-squared: 0.5851, Adjusted R-squared: 0.5631
## F-statistic: 26.7 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06023
## "Humboldt County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.070086 -0.016639 0.001427 0.016234 0.094484
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.489e-01 6.409e-03 38.829 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.296e-04 4.346e-05 -2.983 0.003101 **
## confirmed_7dav_incidence_prop 3.408e-03 9.735e-04 3.501 0.000538 ***
## deaths_7dav_cumulative_prop 3.238e-03 2.988e-03 1.084 0.279464
## deaths_7dav_incidence_prop 2.178e-02 2.555e-02 0.852 0.394735
## EmergDec1 -2.524e-02 1.100e-02 -2.295 0.022456 *
## GathRestrict1 5.462e-03 1.907e-02 0.286 0.774754
## SchoolClose1 4.645e-02 1.942e-02 2.391 0.017436 *
## BarRestrict1 7.398e-02 1.178e-02 6.279 1.27e-09 ***
## PublicMask1 2.233e-02 7.873e-03 2.836 0.004900 **
## OtherBusinessClose1 -1.195e-02 7.319e-03 -1.632 0.103701
## BusinessMask1 -3.551e-02 8.390e-03 -4.233 3.12e-05 ***
## SchoolMask1 -7.165e-03 6.225e-03 -1.151 0.250657
## Quarantine1 -1.186e-03 9.787e-03 -0.121 0.903618
## weekend1 3.870e-02 3.064e-03 12.630 < 2e-16 ***
## holiday1 1.763e-02 8.656e-03 2.037 0.042599 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02376 on 284 degrees of freedom
## Multiple R-squared: 0.7379, Adjusted R-squared: 0.724
## F-statistic: 53.29 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06025
## "Imperial County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.073553 -0.015695 0.000162 0.017158 0.100127
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.701e-01 6.676e-03 40.455 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.425e-05 5.314e-06 2.681 0.007767 **
## confirmed_7dav_incidence_prop 7.576e-06 1.065e-04 0.071 0.943358
## deaths_7dav_cumulative_prop -6.867e-04 2.076e-04 -3.308 0.001061 **
## deaths_7dav_incidence_prop -9.933e-05 3.225e-03 -0.031 0.975447
## EmergDec1 2.819e-03 1.145e-02 0.246 0.805807
## GathRestrict1 1.279e-02 1.986e-02 0.644 0.520275
## SchoolClose1 4.052e-02 2.023e-02 2.003 0.046174 *
## BarRestrict1 5.364e-02 1.223e-02 4.385 1.63e-05 ***
## PublicMask1 2.230e-02 8.056e-03 2.769 0.006002 **
## OtherBusinessClose1 -2.719e-02 7.374e-03 -3.687 0.000272 ***
## BusinessMask1 -1.739e-02 9.065e-03 -1.919 0.056022 .
## SchoolMask1 1.953e-03 1.020e-02 0.191 0.848277
## Quarantine1 -1.691e-02 8.623e-03 -1.961 0.050843 .
## weekend1 3.017e-02 3.189e-03 9.461 < 2e-16 ***
## holiday1 1.175e-02 9.019e-03 1.303 0.193631
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02475 on 284 degrees of freedom
## Multiple R-squared: 0.6871, Adjusted R-squared: 0.6706
## F-statistic: 41.59 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06027
## "Inyo County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.07309 -0.02155 -0.00087 0.01930 0.11346
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.388e-01 8.300e-03 28.774 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.825e-05 3.138e-05 0.582 0.56124
## confirmed_7dav_incidence_prop 3.621e-04 3.853e-04 0.940 0.34812
## deaths_7dav_cumulative_prop -4.434e-04 3.886e-04 -1.141 0.25485
## deaths_7dav_incidence_prop -2.031e-03 2.849e-03 -0.713 0.47650
## EmergDec1 -5.422e-03 1.424e-02 -0.381 0.70368
## GathRestrict1 1.773e-02 2.469e-02 0.718 0.47334
## SchoolClose1 3.429e-02 2.515e-02 1.363 0.17387
## BarRestrict1 4.901e-02 1.523e-02 3.217 0.00144 **
## PublicMask1 1.728e-02 1.021e-02 1.693 0.09164 .
## OtherBusinessClose1 -4.001e-02 8.888e-03 -4.502 9.85e-06 ***
## BusinessMask1 -1.855e-02 8.463e-03 -2.192 0.02917 *
## SchoolMask1 -6.692e-03 7.638e-03 -0.876 0.38168
## Quarantine1 -5.807e-03 1.130e-02 -0.514 0.60759
## weekend1 4.029e-02 3.963e-03 10.167 < 2e-16 ***
## holiday1 2.619e-02 1.122e-02 2.335 0.02026 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03076 on 284 degrees of freedom
## Multiple R-squared: 0.5808, Adjusted R-squared: 0.5586
## F-statistic: 26.23 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06029
## "Kern County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.047985 -0.014314 -0.001625 0.012986 0.111175
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.649e-01 6.353e-03 41.689 < 2e-16 ***
## confirmed_7dav_cumulative_prop 9.841e-08 7.520e-06 0.013 0.98957
## confirmed_7dav_incidence_prop 2.065e-04 1.067e-04 1.935 0.05394 .
## deaths_7dav_cumulative_prop -3.927e-04 6.473e-04 -0.607 0.54454
## deaths_7dav_incidence_prop 1.198e-02 1.533e-02 0.781 0.43533
## EmergDec1 -7.120e-03 1.090e-02 -0.653 0.51421
## GathRestrict1 7.113e-04 1.890e-02 0.038 0.97001
## SchoolClose1 5.255e-02 1.925e-02 2.729 0.00674 **
## BarRestrict1 7.607e-02 1.164e-02 6.533 2.97e-10 ***
## PublicMask1 5.861e-03 7.634e-03 0.768 0.44326
## OtherBusinessClose1 -4.192e-02 7.017e-03 -5.975 6.89e-09 ***
## BusinessMask1 -1.888e-02 6.844e-03 -2.759 0.00617 **
## SchoolMask1 -1.537e-02 1.030e-02 -1.492 0.13693
## Quarantine1 1.389e-03 8.106e-03 0.171 0.86405
## weekend1 2.343e-02 3.038e-03 7.712 2.10e-13 ***
## holiday1 1.474e-02 8.631e-03 1.708 0.08869 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02355 on 284 degrees of freedom
## Multiple R-squared: 0.7193, Adjusted R-squared: 0.7045
## F-statistic: 48.52 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06031
## "Kings County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.06733 -0.01495 -0.00235 0.01615 0.10018
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.581e-01 6.425e-03 40.168 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.282e-06 3.865e-06 -0.849 0.39648
## confirmed_7dav_incidence_prop 1.219e-04 9.205e-05 1.325 0.18638
## deaths_7dav_cumulative_prop -2.082e-04 3.674e-04 -0.567 0.57140
## deaths_7dav_incidence_prop -3.499e-04 2.658e-03 -0.132 0.89538
## EmergDec1 -2.552e-03 1.102e-02 -0.231 0.81711
## GathRestrict1 1.733e-03 1.911e-02 0.091 0.92783
## SchoolClose1 6.237e-02 1.947e-02 3.203 0.00152 **
## BarRestrict1 5.307e-02 1.177e-02 4.508 9.58e-06 ***
## PublicMask1 6.644e-03 7.720e-03 0.861 0.39013
## OtherBusinessClose1 -4.210e-02 6.923e-03 -6.080 3.86e-09 ***
## BusinessMask1 -1.454e-02 7.169e-03 -2.029 0.04342 *
## SchoolMask1 2.556e-03 7.930e-03 0.322 0.74742
## Quarantine1 -2.484e-03 1.013e-02 -0.245 0.80656
## weekend1 2.498e-02 3.068e-03 8.144 1.22e-14 ***
## holiday1 1.172e-02 8.694e-03 1.348 0.17883
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02382 on 284 degrees of freedom
## Multiple R-squared: 0.6866, Adjusted R-squared: 0.67
## F-statistic: 41.48 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06033
## "Lake County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.067146 -0.018568 -0.000901 0.015970 0.097826
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.758e-01 7.215e-03 38.220 < 2e-16 ***
## confirmed_7dav_cumulative_prop -4.047e-05 3.410e-05 -1.187 0.23636
## confirmed_7dav_incidence_prop 5.908e-04 3.186e-04 1.855 0.06469 .
## deaths_7dav_cumulative_prop 9.943e-04 1.185e-03 0.839 0.40218
## deaths_7dav_incidence_prop -2.528e-02 1.100e-02 -2.299 0.02225 *
## EmergDec1 -2.587e-02 1.238e-02 -2.090 0.03754 *
## GathRestrict1 9.550e-03 2.147e-02 0.445 0.65672
## SchoolClose1 4.709e-02 2.187e-02 2.153 0.03213 *
## BarRestrict1 6.666e-02 1.322e-02 5.042 8.21e-07 ***
## PublicMask1 6.940e-03 8.659e-03 0.801 0.42353
## OtherBusinessClose1 -9.951e-03 7.712e-03 -1.290 0.19803
## BusinessMask1 -2.296e-02 7.464e-03 -3.076 0.00231 **
## SchoolMask1 -9.857e-03 7.862e-03 -1.254 0.21099
## Quarantine1 2.229e-02 8.502e-03 2.622 0.00922 **
## weekend1 3.872e-02 3.446e-03 11.237 < 2e-16 ***
## holiday1 1.082e-02 9.741e-03 1.111 0.26756
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02674 on 284 degrees of freedom
## Multiple R-squared: 0.6393, Adjusted R-squared: 0.6203
## F-statistic: 33.56 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06035
## "Lassen County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.065915 -0.019531 -0.001033 0.015437 0.110089
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.381e-01 8.130e-03 29.290 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.835e-06 3.033e-06 -1.265 0.2071
## confirmed_7dav_incidence_prop 8.956e-05 3.802e-05 2.356 0.0192 *
## deaths_7dav_cumulative_prop 3.201e-03 1.812e-03 1.767 0.0783 .
## deaths_7dav_incidence_prop -3.438e-03 1.166e-02 -0.295 0.7683
## EmergDec1 -3.174e-04 1.395e-02 -0.023 0.9819
## GathRestrict1 -6.266e-04 2.419e-02 -0.026 0.9794
## SchoolClose1 5.830e-02 2.464e-02 2.366 0.0186 *
## BarRestrict1 3.059e-02 1.490e-02 2.054 0.0409 *
## PublicMask1 -1.356e-02 9.755e-03 -1.390 0.1657
## OtherBusinessClose1 1.726e-03 8.687e-03 0.199 0.8426
## BusinessMask1 -3.765e-02 8.256e-03 -4.561 7.59e-06 ***
## SchoolMask1 -1.781e-03 6.890e-03 -0.258 0.7962
## Quarantine1 3.726e-03 1.147e-02 0.325 0.7455
## weekend1 5.044e-02 3.882e-03 12.992 < 2e-16 ***
## holiday1 2.796e-02 1.098e-02 2.548 0.0114 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03014 on 284 degrees of freedom
## Multiple R-squared: 0.5555, Adjusted R-squared: 0.532
## F-statistic: 23.66 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06037
## "Los Angeles County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.053280 -0.017123 -0.001263 0.014953 0.098412
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.287e-01 6.370e-03 35.908 < 2e-16 ***
## confirmed_7dav_cumulative_prop 7.763e-05 1.865e-05 4.163 4.17e-05 ***
## confirmed_7dav_incidence_prop -3.899e-04 2.958e-04 -1.318 0.18843
## deaths_7dav_cumulative_prop -5.244e-03 9.261e-04 -5.663 3.65e-08 ***
## deaths_7dav_incidence_prop -2.032e-02 2.017e-02 -1.007 0.31465
## EmergDec1 1.008e-02 1.093e-02 0.923 0.35697
## GathRestrict1 1.358e-02 1.895e-02 0.717 0.47417
## SchoolClose1 1.035e-01 1.931e-02 5.362 1.71e-07 ***
## BarRestrict1 8.646e-02 1.168e-02 7.402 1.53e-12 ***
## PublicMask1 4.689e-02 1.019e-02 4.601 6.35e-06 ***
## OtherBusinessClose1 2.207e-03 9.870e-03 0.224 0.82321
## BusinessMask1 -1.472e-02 8.726e-03 -1.687 0.09268 .
## SchoolMask1 -8.058e-03 8.811e-03 -0.915 0.36119
## Quarantine1 -1.240e-02 8.763e-03 -1.415 0.15816
## weekend1 9.690e-03 3.043e-03 3.185 0.00161 **
## holiday1 1.123e-02 8.605e-03 1.306 0.19277
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02361 on 284 degrees of freedom
## Multiple R-squared: 0.8644, Adjusted R-squared: 0.8573
## F-statistic: 120.7 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06039
## "Madera County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.052271 -0.016733 -0.001305 0.014767 0.119364
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.578e-01 6.438e-03 40.050 < 2e-16 ***
## confirmed_7dav_cumulative_prop -9.797e-06 1.457e-05 -0.673 0.501768
## confirmed_7dav_incidence_prop 3.777e-04 1.488e-04 2.537 0.011704 *
## deaths_7dav_cumulative_prop 1.905e-04 9.704e-04 0.196 0.844491
## deaths_7dav_incidence_prop -1.370e-03 6.609e-03 -0.207 0.835912
## EmergDec1 5.000e-03 1.105e-02 0.453 0.651177
## GathRestrict1 -2.125e-02 1.915e-02 -1.110 0.268070
## SchoolClose1 7.564e-02 1.951e-02 3.877 0.000131 ***
## BarRestrict1 6.718e-02 1.180e-02 5.693 3.12e-08 ***
## PublicMask1 -3.917e-03 7.758e-03 -0.505 0.614001
## OtherBusinessClose1 -3.881e-02 6.883e-03 -5.638 4.14e-08 ***
## BusinessMask1 -2.924e-02 6.791e-03 -4.306 2.29e-05 ***
## SchoolMask1 -3.137e-03 7.637e-03 -0.411 0.681552
## Quarantine1 7.192e-03 7.620e-03 0.944 0.346017
## weekend1 2.678e-02 3.075e-03 8.707 2.61e-16 ***
## holiday1 1.703e-02 8.697e-03 1.959 0.051137 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02386 on 284 degrees of freedom
## Multiple R-squared: 0.7106, Adjusted R-squared: 0.6953
## F-statistic: 46.48 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06041
## "Marin County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.076405 -0.020843 -0.002941 0.018469 0.124359
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.155e-01 8.350e-03 25.803 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.908e-05 1.378e-05 1.384 0.167418
## confirmed_7dav_incidence_prop -1.358e-04 1.122e-04 -1.210 0.227282
## deaths_7dav_cumulative_prop -2.106e-03 7.861e-04 -2.680 0.007800 **
## deaths_7dav_incidence_prop -3.232e-03 9.967e-03 -0.324 0.745952
## EmergDec1 -8.333e-03 1.433e-02 -0.582 0.561266
## GathRestrict1 1.014e-03 2.484e-02 0.041 0.967479
## SchoolClose1 1.525e-01 2.531e-02 6.025 5.24e-09 ***
## BarRestrict1 8.369e-02 1.532e-02 5.463 1.02e-07 ***
## PublicMask1 2.114e-02 1.031e-02 2.050 0.041283 *
## OtherBusinessClose1 -3.216e-02 8.972e-03 -3.584 0.000398 ***
## BusinessMask1 -6.991e-02 9.256e-03 -7.553 5.85e-13 ***
## SchoolMask1 -2.000e-03 1.198e-02 -0.167 0.867476
## Quarantine1 1.774e-02 7.152e-03 2.481 0.013679 *
## weekend1 -4.567e-04 3.987e-03 -0.115 0.908879
## holiday1 1.942e-03 1.129e-02 0.172 0.863548
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03095 on 284 degrees of freedom
## Multiple R-squared: 0.8156, Adjusted R-squared: 0.8059
## F-statistic: 83.76 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06043
## "Mariposa County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.084746 -0.020955 0.001389 0.020586 0.091948
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.631e-01 9.244e-03 28.464 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.626e-04 4.405e-05 -3.691 0.000268 ***
## confirmed_7dav_incidence_prop 1.380e-03 5.428e-04 2.543 0.011525 *
## deaths_7dav_cumulative_prop 4.305e-03 1.874e-03 2.297 0.022356 *
## deaths_7dav_incidence_prop 1.732e-02 1.025e-02 1.690 0.092154 .
## EmergDec1 -5.472e-03 1.586e-02 -0.345 0.730364
## GathRestrict1 8.709e-03 2.750e-02 0.317 0.751720
## SchoolClose1 6.223e-02 2.801e-02 2.221 0.027111 *
## BarRestrict1 3.029e-02 1.694e-02 1.788 0.074798 .
## PublicMask1 1.721e-02 1.116e-02 1.542 0.124274
## OtherBusinessClose1 -3.533e-02 1.079e-02 -3.273 0.001195 **
## BusinessMask1 -2.732e-02 1.139e-02 -2.399 0.017102 *
## SchoolMask1 -8.515e-04 9.305e-03 -0.092 0.927154
## Quarantine1 1.350e-02 1.255e-02 1.076 0.282861
## weekend1 4.266e-02 4.415e-03 9.661 < 2e-16 ***
## holiday1 2.608e-02 1.261e-02 2.068 0.039501 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03426 on 284 degrees of freedom
## Multiple R-squared: 0.5606, Adjusted R-squared: 0.5374
## F-statistic: 24.15 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06045
## "Mendocino County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.058144 -0.018193 0.000733 0.014558 0.080900
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.516e-01 6.537e-03 38.493 < 2e-16 ***
## confirmed_7dav_cumulative_prop -8.314e-06 1.678e-05 -0.496 0.6206
## confirmed_7dav_incidence_prop 7.031e-04 3.854e-04 1.824 0.0691 .
## deaths_7dav_cumulative_prop -6.733e-04 1.014e-03 -0.664 0.5072
## deaths_7dav_incidence_prop 1.872e-02 1.019e-02 1.837 0.0673 .
## EmergDec1 -3.844e-03 1.122e-02 -0.343 0.7321
## GathRestrict1 -1.317e-02 1.945e-02 -0.677 0.4987
## SchoolClose1 4.462e-02 1.981e-02 2.253 0.0251 *
## BarRestrict1 6.664e-02 1.198e-02 5.563 6.11e-08 ***
## PublicMask1 1.015e-02 7.843e-03 1.294 0.1966
## OtherBusinessClose1 -1.644e-02 6.986e-03 -2.354 0.0193 *
## BusinessMask1 -1.685e-02 6.705e-03 -2.514 0.0125 *
## SchoolMask1 -1.913e-02 1.081e-02 -1.770 0.0778 .
## Quarantine1 6.729e-03 9.282e-03 0.725 0.4691
## weekend1 3.670e-02 3.125e-03 11.744 < 2e-16 ***
## holiday1 1.817e-02 8.838e-03 2.056 0.0407 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02423 on 284 degrees of freedom
## Multiple R-squared: 0.6755, Adjusted R-squared: 0.6583
## F-statistic: 39.41 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06047
## "Merced County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.053924 -0.014115 -0.001497 0.012803 0.121780
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.525e-01 6.332e-03 39.877 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.194e-05 1.477e-05 2.839 0.004845 **
## confirmed_7dav_incidence_prop 4.300e-05 1.724e-04 0.249 0.803243
## deaths_7dav_cumulative_prop -2.894e-03 8.397e-04 -3.446 0.000654 ***
## deaths_7dav_incidence_prop -2.369e-03 9.672e-03 -0.245 0.806716
## EmergDec1 -5.503e-03 1.086e-02 -0.506 0.612912
## GathRestrict1 -5.046e-03 1.884e-02 -0.268 0.789011
## SchoolClose1 4.888e-02 1.919e-02 2.547 0.011381 *
## BarRestrict1 8.539e-02 1.160e-02 7.360 1.99e-12 ***
## PublicMask1 4.903e-03 7.611e-03 0.644 0.520011
## OtherBusinessClose1 -3.491e-02 6.778e-03 -5.151 4.84e-07 ***
## BusinessMask1 -2.319e-02 6.725e-03 -3.448 0.000651 ***
## SchoolMask1 -1.011e-02 9.655e-03 -1.047 0.295818
## Quarantine1 4.714e-03 7.443e-03 0.633 0.527011
## weekend1 2.861e-02 3.025e-03 9.459 < 2e-16 ***
## holiday1 1.406e-02 8.576e-03 1.639 0.102306
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02347 on 284 degrees of freedom
## Multiple R-squared: 0.7191, Adjusted R-squared: 0.7042
## F-statistic: 48.46 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06049
## "Modoc County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.099249 -0.029734 -0.002554 0.030073 0.111116
##
## Coefficients: (2 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.911e-01 1.081e-02 26.919 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.920e-05 1.379e-05 1.392 0.16495
## confirmed_7dav_incidence_prop -5.144e-04 2.452e-04 -2.098 0.03677 *
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 -1.308e-02 1.855e-02 -0.705 0.48152
## GathRestrict1 -1.860e-02 3.217e-02 -0.578 0.56360
## SchoolClose1 8.065e-02 3.277e-02 2.461 0.01445 *
## BarRestrict1 -2.478e-02 1.981e-02 -1.251 0.21211
## PublicMask1 1.685e-02 1.297e-02 1.298 0.19520
## OtherBusinessClose1 -3.370e-02 1.155e-02 -2.917 0.00382 **
## BusinessMask1 7.909e-05 1.098e-02 0.007 0.99426
## SchoolMask1 -3.181e-02 7.164e-03 -4.441 1.28e-05 ***
## Quarantine1 2.333e-02 1.836e-02 1.271 0.20470
## weekend1 5.107e-02 5.163e-03 9.891 < 2e-16 ***
## holiday1 2.849e-02 1.455e-02 1.957 0.05127 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04008 on 286 degrees of freedom
## Multiple R-squared: 0.4205, Adjusted R-squared: 0.3941
## F-statistic: 15.96 on 13 and 286 DF, p-value: < 2.2e-16
##
## 06051
## "Mono County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.095774 -0.024247 -0.001192 0.022186 0.102725
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.034e-01 1.001e-02 20.313 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.146e-05 1.039e-05 -1.103 0.271159
## confirmed_7dav_incidence_prop 1.265e-05 5.489e-05 0.230 0.817946
## deaths_7dav_cumulative_prop -4.000e-03 1.206e-03 -3.315 0.001035 **
## deaths_7dav_incidence_prop 2.565e-03 9.030e-03 0.284 0.776552
## EmergDec1 -9.207e-03 1.718e-02 -0.536 0.592519
## GathRestrict1 -2.697e-02 2.979e-02 -0.905 0.366055
## SchoolClose1 7.725e-02 3.035e-02 2.545 0.011446 *
## BarRestrict1 8.632e-02 1.840e-02 4.690 4.24e-06 ***
## PublicMask1 4.709e-02 1.398e-02 3.368 0.000861 ***
## OtherBusinessClose1 -2.219e-02 1.079e-02 -2.056 0.040663 *
## BusinessMask1 -4.518e-02 1.019e-02 -4.435 1.32e-05 ***
## SchoolMask1 7.321e-03 9.929e-03 0.737 0.461543
## Quarantine1 3.582e-02 1.968e-02 1.820 0.069798 .
## weekend1 2.187e-02 4.785e-03 4.571 7.25e-06 ***
## holiday1 -5.678e-03 1.360e-02 -0.418 0.676584
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03712 on 284 degrees of freedom
## Multiple R-squared: 0.5962, Adjusted R-squared: 0.5748
## F-statistic: 27.95 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06053
## "Monterey County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.061525 -0.014544 -0.001096 0.013766 0.092168
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.453e-01 6.453e-03 38.016 < 2e-16 ***
## confirmed_7dav_cumulative_prop 9.152e-06 2.488e-05 0.368 0.71328
## confirmed_7dav_incidence_prop -7.575e-05 2.930e-04 -0.259 0.79617
## deaths_7dav_cumulative_prop -2.558e-03 2.938e-03 -0.870 0.38479
## deaths_7dav_incidence_prop 5.259e-02 1.966e-02 2.675 0.00792 **
## EmergDec1 -2.447e-03 1.107e-02 -0.221 0.82528
## GathRestrict1 1.741e-03 1.920e-02 0.091 0.92783
## SchoolClose1 9.342e-02 1.956e-02 4.777 2.86e-06 ***
## BarRestrict1 6.886e-02 1.183e-02 5.820 1.59e-08 ***
## PublicMask1 8.097e-03 7.883e-03 1.027 0.30521
## OtherBusinessClose1 -3.531e-02 6.985e-03 -5.055 7.71e-07 ***
## BusinessMask1 -3.926e-02 7.009e-03 -5.602 5.01e-08 ***
## SchoolMask1 -1.380e-02 1.020e-02 -1.353 0.17723
## Quarantine1 9.051e-03 1.030e-02 0.878 0.38048
## weekend1 2.668e-02 3.083e-03 8.652 3.83e-16 ***
## holiday1 1.240e-02 8.759e-03 1.415 0.15812
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02392 on 284 degrees of freedom
## Multiple R-squared: 0.7987, Adjusted R-squared: 0.7881
## F-statistic: 75.13 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06055
## "Napa County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.065385 -0.018494 -0.001651 0.015200 0.105068
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.158e-01 7.051e-03 30.602 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.637e-05 2.086e-05 -0.784 0.433415
## confirmed_7dav_incidence_prop -2.192e-04 3.294e-04 -0.665 0.506322
## deaths_7dav_cumulative_prop -9.784e-04 3.478e-03 -0.281 0.778662
## deaths_7dav_incidence_prop 8.003e-02 2.320e-02 3.450 0.000646 ***
## EmergDec1 -9.109e-03 1.210e-02 -0.753 0.452112
## GathRestrict1 7.159e-03 2.098e-02 0.341 0.733138
## SchoolClose1 9.080e-02 2.137e-02 4.249 2.91e-05 ***
## BarRestrict1 8.785e-02 1.292e-02 6.799 6.20e-11 ***
## PublicMask1 -2.943e-03 9.458e-03 -0.311 0.755862
## OtherBusinessClose1 -3.555e-02 7.716e-03 -4.608 6.16e-06 ***
## BusinessMask1 -3.584e-02 7.406e-03 -4.840 2.14e-06 ***
## SchoolMask1 -1.573e-02 8.898e-03 -1.768 0.078128 .
## Quarantine1 1.762e-02 1.117e-02 1.577 0.115801
## weekend1 2.746e-02 3.369e-03 8.151 1.16e-14 ***
## holiday1 2.456e-02 9.557e-03 2.570 0.010672 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02614 on 284 degrees of freedom
## Multiple R-squared: 0.8024, Adjusted R-squared: 0.7919
## F-statistic: 76.86 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06057
## "Nevada County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.074404 -0.018044 -0.002108 0.014197 0.122608
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.239e-01 7.548e-03 29.657 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.350e-05 3.759e-05 1.157 0.2481
## confirmed_7dav_incidence_prop 4.286e-05 5.472e-04 0.078 0.9376
## deaths_7dav_cumulative_prop -4.151e-03 1.972e-03 -2.105 0.0362 *
## deaths_7dav_incidence_prop 1.486e-02 1.193e-02 1.246 0.2137
## EmergDec1 -1.536e-03 1.295e-02 -0.119 0.9057
## GathRestrict1 -1.095e-02 2.246e-02 -0.488 0.6261
## SchoolClose1 1.168e-01 2.288e-02 5.107 6.00e-07 ***
## BarRestrict1 5.790e-02 1.384e-02 4.184 3.82e-05 ***
## PublicMask1 -1.241e-02 9.095e-03 -1.364 0.1736
## OtherBusinessClose1 -3.507e-02 8.077e-03 -4.342 1.97e-05 ***
## BusinessMask1 -4.841e-02 7.795e-03 -6.210 1.88e-09 ***
## SchoolMask1 -1.951e-02 8.361e-03 -2.334 0.0203 *
## Quarantine1 1.069e-02 1.474e-02 0.725 0.4691
## weekend1 3.771e-02 3.608e-03 10.452 < 2e-16 ***
## holiday1 1.546e-02 1.021e-02 1.514 0.1312
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02798 on 284 degrees of freedom
## Multiple R-squared: 0.7462, Adjusted R-squared: 0.7328
## F-statistic: 55.67 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06059
## "Orange County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.060117 -0.017185 -0.000814 0.013587 0.115516
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.097e-01 6.794e-03 30.868 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.938e-05 2.666e-05 2.227 0.026705 *
## confirmed_7dav_incidence_prop 6.066e-05 3.501e-04 0.173 0.862565
## deaths_7dav_cumulative_prop -3.485e-03 9.316e-04 -3.741 0.000222 ***
## deaths_7dav_incidence_prop -7.594e-02 2.512e-02 -3.023 0.002729 **
## EmergDec1 5.987e-04 1.166e-02 0.051 0.959077
## GathRestrict1 1.164e-02 2.021e-02 0.576 0.565114
## SchoolClose1 1.172e-01 2.059e-02 5.692 3.12e-08 ***
## BarRestrict1 1.008e-01 1.245e-02 8.094 1.70e-14 ***
## PublicMask1 9.782e-03 8.207e-03 1.192 0.234278
## OtherBusinessClose1 -4.943e-02 7.437e-03 -6.646 1.54e-10 ***
## BusinessMask1 -4.127e-02 7.671e-03 -5.380 1.56e-07 ***
## SchoolMask1 -7.218e-03 1.238e-02 -0.583 0.560450
## Quarantine1 -4.790e-03 9.282e-03 -0.516 0.606189
## weekend1 1.182e-02 3.246e-03 3.642 0.000321 ***
## holiday1 1.063e-02 9.164e-03 1.160 0.246861
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02518 on 284 degrees of freedom
## Multiple R-squared: 0.8669, Adjusted R-squared: 0.8598
## F-statistic: 123.3 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06061
## "Placer County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.064182 -0.018816 -0.000822 0.012947 0.132049
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.123e-01 7.128e-03 29.793 < 2e-16 ***
## confirmed_7dav_cumulative_prop 9.033e-05 3.569e-05 2.531 0.011913 *
## confirmed_7dav_incidence_prop -5.199e-04 3.828e-04 -1.358 0.175434
## deaths_7dav_cumulative_prop -8.165e-03 2.332e-03 -3.501 0.000538 ***
## deaths_7dav_incidence_prop 6.464e-02 3.086e-02 2.095 0.037089 *
## EmergDec1 -3.948e-03 1.227e-02 -0.322 0.747828
## GathRestrict1 1.750e-03 2.122e-02 0.082 0.934354
## SchoolClose1 1.203e-01 2.160e-02 5.571 5.87e-08 ***
## BarRestrict1 7.965e-02 1.306e-02 6.097 3.52e-09 ***
## PublicMask1 -7.601e-03 8.838e-03 -0.860 0.390478
## OtherBusinessClose1 -4.575e-02 7.700e-03 -5.942 8.24e-09 ***
## BusinessMask1 -4.945e-02 7.506e-03 -6.589 2.15e-10 ***
## SchoolMask1 -2.048e-02 9.103e-03 -2.250 0.025228 *
## Quarantine1 7.815e-03 1.062e-02 0.736 0.462561
## weekend1 2.725e-02 3.405e-03 8.003 3.11e-14 ***
## holiday1 1.426e-02 9.657e-03 1.477 0.140864
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02642 on 284 degrees of freedom
## Multiple R-squared: 0.8043, Adjusted R-squared: 0.794
## F-statistic: 77.81 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06063
## "Plumas County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.089760 -0.021618 0.000067 0.017280 0.133412
##
## Coefficients: (2 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.629e-01 8.936e-03 29.416 < 2e-16 ***
## confirmed_7dav_cumulative_prop -6.971e-05 3.593e-05 -1.940 0.05333 .
## confirmed_7dav_incidence_prop 8.512e-04 7.262e-04 1.172 0.24213
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 -8.567e-03 1.533e-02 -0.559 0.57679
## GathRestrict1 -8.597e-03 2.659e-02 -0.323 0.74667
## SchoolClose1 8.277e-02 2.708e-02 3.056 0.00245 **
## BarRestrict1 2.040e-02 1.638e-02 1.246 0.21378
## PublicMask1 6.562e-03 1.074e-02 0.611 0.54182
## OtherBusinessClose1 -2.546e-02 9.556e-03 -2.664 0.00815 **
## BusinessMask1 -1.776e-02 9.102e-03 -1.951 0.05202 .
## SchoolMask1 -2.967e-02 9.310e-03 -3.187 0.00160 **
## Quarantine1 5.628e-02 1.191e-02 4.723 3.64e-06 ***
## weekend1 3.899e-02 4.267e-03 9.137 < 2e-16 ***
## holiday1 1.958e-02 1.209e-02 1.619 0.10659
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03312 on 286 degrees of freedom
## Multiple R-squared: 0.5777, Adjusted R-squared: 0.5585
## F-statistic: 30.09 on 13 and 286 DF, p-value: < 2.2e-16
##
## 06065
## "Riverside County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.054130 -0.015802 -0.000288 0.015238 0.105866
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.454e-01 6.231e-03 39.375 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.653e-05 2.071e-05 3.211 0.001472 **
## confirmed_7dav_incidence_prop 4.485e-07 1.639e-04 0.003 0.997819
## deaths_7dav_cumulative_prop -4.785e-03 1.132e-03 -4.228 3.18e-05 ***
## deaths_7dav_incidence_prop -4.643e-02 1.705e-02 -2.723 0.006861 **
## EmergDec1 -6.221e-03 1.069e-02 -0.582 0.561123
## GathRestrict1 2.025e-02 1.854e-02 1.092 0.275642
## SchoolClose1 8.254e-02 1.889e-02 4.370 1.74e-05 ***
## BarRestrict1 7.326e-02 1.142e-02 6.413 5.93e-10 ***
## PublicMask1 2.868e-02 8.303e-03 3.454 0.000637 ***
## OtherBusinessClose1 -2.941e-02 8.348e-03 -3.523 0.000497 ***
## BusinessMask1 -2.085e-02 6.894e-03 -3.025 0.002717 **
## SchoolMask1 3.877e-04 8.917e-03 0.043 0.965352
## Quarantine1 -1.083e-02 8.083e-03 -1.340 0.181289
## weekend1 1.960e-02 2.976e-03 6.586 2.18e-10 ***
## holiday1 1.285e-02 8.422e-03 1.526 0.128178
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0231 on 284 degrees of freedom
## Multiple R-squared: 0.8162, Adjusted R-squared: 0.8065
## F-statistic: 84.06 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06067
## "Sacramento County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.058436 -0.014624 -0.000494 0.013458 0.105039
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.420e-01 6.548e-03 36.966 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.908e-05 4.280e-05 1.614 0.1076
## confirmed_7dav_incidence_prop -2.404e-04 5.502e-04 -0.437 0.6625
## deaths_7dav_cumulative_prop -4.364e-03 2.147e-03 -2.032 0.0431 *
## deaths_7dav_incidence_prop 9.847e-03 2.474e-02 0.398 0.6910
## EmergDec1 1.994e-03 1.123e-02 0.178 0.8592
## GathRestrict1 4.723e-03 1.948e-02 0.242 0.8086
## SchoolClose1 9.976e-02 1.984e-02 5.027 8.82e-07 ***
## BarRestrict1 7.974e-02 1.201e-02 6.637 1.61e-10 ***
## PublicMask1 2.036e-03 8.315e-03 0.245 0.8067
## OtherBusinessClose1 -2.960e-02 7.108e-03 -4.165 4.14e-05 ***
## BusinessMask1 -4.356e-02 6.849e-03 -6.359 8.06e-10 ***
## SchoolMask1 -1.555e-02 7.627e-03 -2.038 0.0424 *
## Quarantine1 9.344e-05 1.033e-02 0.009 0.9928
## weekend1 1.483e-02 3.132e-03 4.736 3.44e-06 ***
## holiday1 5.514e-03 8.825e-03 0.625 0.5326
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02427 on 284 degrees of freedom
## Multiple R-squared: 0.798, Adjusted R-squared: 0.7873
## F-statistic: 74.79 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06069
## "San Benito County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.076063 -0.016236 0.000452 0.017905 0.111504
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.241e-01 7.872e-03 28.464 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.868e-05 1.970e-05 0.949 0.3436
## confirmed_7dav_incidence_prop 2.441e-04 3.089e-04 0.790 0.4301
## deaths_7dav_cumulative_prop -2.722e-03 1.692e-03 -1.609 0.1088
## deaths_7dav_incidence_prop 2.678e-02 1.287e-02 2.081 0.0383 *
## EmergDec1 -4.673e-03 1.351e-02 -0.346 0.7296
## GathRestrict1 1.868e-03 2.342e-02 0.080 0.9365
## SchoolClose1 1.157e-01 2.390e-02 4.839 2.14e-06 ***
## BarRestrict1 7.339e-02 1.461e-02 5.022 9.03e-07 ***
## PublicMask1 -1.297e-02 9.593e-03 -1.352 0.1773
## OtherBusinessClose1 -6.144e-02 8.436e-03 -7.283 3.22e-12 ***
## BusinessMask1 -3.549e-02 8.512e-03 -4.169 4.06e-05 ***
## SchoolMask1 -1.956e-02 1.158e-02 -1.689 0.0924 .
## Quarantine1 1.994e-02 1.079e-02 1.847 0.0657 .
## weekend1 3.613e-02 3.760e-03 9.609 < 2e-16 ***
## holiday1 2.041e-02 1.063e-02 1.920 0.0559 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02918 on 284 degrees of freedom
## Multiple R-squared: 0.7596, Adjusted R-squared: 0.7469
## F-statistic: 59.83 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06071
## "San Bernardino County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.054857 -0.014988 -0.000661 0.013800 0.097011
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.471e-01 6.139e-03 40.252 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.705e-05 1.245e-05 3.778 0.000192 ***
## confirmed_7dav_incidence_prop -4.862e-04 2.176e-04 -2.235 0.026223 *
## deaths_7dav_cumulative_prop -3.449e-03 7.475e-04 -4.613 6.00e-06 ***
## deaths_7dav_incidence_prop 2.752e-03 1.072e-02 0.257 0.797668
## EmergDec1 -5.878e-03 1.053e-02 -0.558 0.577242
## GathRestrict1 1.986e-02 1.826e-02 1.088 0.277663
## SchoolClose1 7.411e-02 1.860e-02 3.984 8.62e-05 ***
## BarRestrict1 7.067e-02 1.125e-02 6.282 1.25e-09 ***
## PublicMask1 1.593e-02 7.654e-03 2.081 0.038354 *
## OtherBusinessClose1 -4.373e-02 7.007e-03 -6.241 1.58e-09 ***
## BusinessMask1 -1.935e-02 6.530e-03 -2.963 0.003301 **
## SchoolMask1 -1.478e-02 7.465e-03 -1.979 0.048735 *
## Quarantine1 -4.600e-03 9.267e-03 -0.496 0.619994
## weekend1 2.006e-02 2.932e-03 6.841 4.82e-11 ***
## holiday1 9.937e-03 8.295e-03 1.198 0.231918
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02275 on 284 degrees of freedom
## Multiple R-squared: 0.7991, Adjusted R-squared: 0.7885
## F-statistic: 75.32 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06073
## "San Diego County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.052224 -0.014401 0.000012 0.014311 0.099301
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.295e-01 6.017e-03 38.140 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.382e-04 2.759e-05 5.010 9.60e-07 ***
## confirmed_7dav_incidence_prop -5.436e-04 5.810e-04 -0.936 0.3503
## deaths_7dav_cumulative_prop -1.439e-02 2.250e-03 -6.397 6.51e-10 ***
## deaths_7dav_incidence_prop -3.841e-02 4.537e-02 -0.847 0.3979
## EmergDec1 -5.764e-03 1.032e-02 -0.558 0.5771
## GathRestrict1 1.625e-02 1.790e-02 0.908 0.3647
## SchoolClose1 1.070e-01 1.824e-02 5.867 1.23e-08 ***
## BarRestrict1 8.537e-02 1.104e-02 7.732 1.84e-13 ***
## PublicMask1 3.724e-02 8.988e-03 4.143 4.53e-05 ***
## OtherBusinessClose1 -7.565e-03 9.205e-03 -0.822 0.4119
## BusinessMask1 -1.633e-02 8.841e-03 -1.847 0.0658 .
## SchoolMask1 9.965e-03 7.352e-03 1.355 0.1764
## Quarantine1 -5.478e-03 9.778e-03 -0.560 0.5758
## weekend1 1.475e-02 2.875e-03 5.129 5.41e-07 ***
## holiday1 9.457e-03 8.153e-03 1.160 0.2471
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0223 on 284 degrees of freedom
## Multiple R-squared: 0.8763, Adjusted R-squared: 0.8698
## F-statistic: 134.1 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06075
## "San Francisco County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.069115 -0.018511 0.000805 0.017136 0.092094
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.464e-01 7.639e-03 32.257 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.770e-05 2.283e-05 2.527 0.012057 *
## confirmed_7dav_incidence_prop 7.127e-04 6.534e-04 1.091 0.276288
## deaths_7dav_cumulative_prop -9.412e-03 1.878e-03 -5.011 9.53e-07 ***
## deaths_7dav_incidence_prop 4.009e-02 4.895e-02 0.819 0.413522
## EmergDec1 1.567e-02 1.311e-02 1.196 0.232806
## GathRestrict1 2.747e-02 2.273e-02 1.209 0.227857
## SchoolClose1 1.213e-01 2.315e-02 5.240 3.14e-07 ***
## BarRestrict1 5.900e-02 1.427e-02 4.134 4.70e-05 ***
## PublicMask1 4.031e-02 9.660e-03 4.173 4.00e-05 ***
## OtherBusinessClose1 -5.884e-03 8.479e-03 -0.694 0.488289
## BusinessMask1 -4.525e-02 8.079e-03 -5.601 5.04e-08 ***
## SchoolMask1 -4.419e-02 1.001e-02 -4.413 1.45e-05 ***
## Quarantine1 1.769e-02 1.143e-02 1.548 0.122728
## weekend1 -1.326e-02 3.650e-03 -3.632 0.000334 ***
## holiday1 -1.576e-02 1.033e-02 -1.526 0.128087
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02832 on 284 degrees of freedom
## Multiple R-squared: 0.8452, Adjusted R-squared: 0.837
## F-statistic: 103.4 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06077
## "San Joaquin County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.062926 -0.015571 -0.000438 0.013568 0.109739
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.513e-01 6.547e-03 38.385 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.420e-05 2.048e-05 0.694 0.488494
## confirmed_7dav_incidence_prop 2.587e-04 2.452e-04 1.055 0.292449
## deaths_7dav_cumulative_prop -1.018e-03 8.097e-04 -1.257 0.209784
## deaths_7dav_incidence_prop 3.572e-04 8.543e-03 0.042 0.966678
## EmergDec1 -7.538e-03 1.123e-02 -0.671 0.502735
## GathRestrict1 8.554e-03 1.948e-02 0.439 0.660893
## SchoolClose1 8.379e-02 1.984e-02 4.223 3.25e-05 ***
## BarRestrict1 5.984e-02 1.201e-02 4.984 1.09e-06 ***
## PublicMask1 5.016e-03 7.918e-03 0.634 0.526913
## OtherBusinessClose1 -4.460e-02 7.013e-03 -6.359 8.08e-10 ***
## BusinessMask1 -2.778e-02 7.048e-03 -3.941 0.000102 ***
## SchoolMask1 -5.891e-03 1.150e-02 -0.512 0.608897
## Quarantine1 5.124e-04 7.851e-03 0.065 0.948006
## weekend1 2.510e-02 3.127e-03 8.027 2.66e-14 ***
## holiday1 9.726e-03 8.859e-03 1.098 0.273198
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02427 on 284 degrees of freedom
## Multiple R-squared: 0.7507, Adjusted R-squared: 0.7375
## F-statistic: 57 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06079
## "San Luis Obispo County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.056285 -0.015544 -0.000521 0.013260 0.120099
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.234e-01 6.305e-03 35.432 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.305e-05 2.677e-05 -0.487 0.626
## confirmed_7dav_incidence_prop -9.346e-05 3.856e-04 -0.242 0.809
## deaths_7dav_cumulative_prop 7.736e-04 3.309e-03 0.234 0.815
## deaths_7dav_incidence_prop 1.790e-02 2.096e-02 0.854 0.394
## EmergDec1 -1.585e-02 1.082e-02 -1.465 0.144
## GathRestrict1 5.830e-03 1.876e-02 0.311 0.756
## SchoolClose1 9.252e-02 1.911e-02 4.842 2.11e-06 ***
## BarRestrict1 5.943e-02 1.156e-02 5.139 5.14e-07 ***
## PublicMask1 8.615e-03 7.575e-03 1.137 0.256
## OtherBusinessClose1 -3.375e-02 6.785e-03 -4.974 1.14e-06 ***
## BusinessMask1 -3.666e-02 6.633e-03 -5.527 7.39e-08 ***
## SchoolMask1 -9.322e-03 7.419e-03 -1.256 0.210
## Quarantine1 9.049e-03 1.209e-02 0.748 0.455
## weekend1 2.808e-02 3.014e-03 9.318 < 2e-16 ***
## holiday1 5.367e-03 8.579e-03 0.626 0.532
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02337 on 284 degrees of freedom
## Multiple R-squared: 0.7703, Adjusted R-squared: 0.7581
## F-statistic: 63.48 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06081
## "San Mateo County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.066811 -0.018401 0.000713 0.018116 0.134412
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.155e-01 7.559e-03 28.506 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.075e-05 1.728e-05 2.938 0.00358 **
## confirmed_7dav_incidence_prop 1.143e-03 4.336e-04 2.636 0.00885 **
## deaths_7dav_cumulative_prop -1.200e-02 2.157e-03 -5.560 6.23e-08 ***
## deaths_7dav_incidence_prop 1.102e-02 3.839e-02 0.287 0.77423
## EmergDec1 3.384e-03 1.297e-02 0.261 0.79438
## GathRestrict1 2.052e-02 2.249e-02 0.912 0.36239
## SchoolClose1 1.717e-01 2.292e-02 7.492 8.65e-13 ***
## BarRestrict1 7.026e-02 1.398e-02 5.025 8.91e-07 ***
## PublicMask1 4.969e-02 1.178e-02 4.217 3.34e-05 ***
## OtherBusinessClose1 1.245e-02 1.177e-02 1.058 0.29114
## BusinessMask1 -2.782e-02 1.100e-02 -2.529 0.01199 *
## SchoolMask1 -1.116e-02 7.821e-03 -1.427 0.15456
## Quarantine1 -4.306e-04 9.793e-03 -0.044 0.96496
## weekend1 -1.906e-03 3.612e-03 -0.528 0.59818
## holiday1 -5.244e-03 1.024e-02 -0.512 0.60888
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02802 on 284 degrees of freedom
## Multiple R-squared: 0.8707, Adjusted R-squared: 0.8639
## F-statistic: 127.5 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06083
## "Santa Barbara County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.062453 -0.015765 0.000977 0.013801 0.103402
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.317e-01 6.506e-03 35.613 < 2e-16 ***
## confirmed_7dav_cumulative_prop -5.103e-06 2.412e-05 -0.212 0.832607
## confirmed_7dav_incidence_prop 4.817e-04 3.166e-04 1.522 0.129217
## deaths_7dav_cumulative_prop -1.049e-03 1.477e-03 -0.710 0.478460
## deaths_7dav_incidence_prop -9.143e-04 1.021e-02 -0.090 0.928721
## EmergDec1 -1.262e-02 1.116e-02 -1.131 0.259188
## GathRestrict1 1.888e-02 1.936e-02 0.975 0.330224
## SchoolClose1 8.022e-02 1.972e-02 4.069 6.13e-05 ***
## BarRestrict1 5.368e-02 1.193e-02 4.501 9.87e-06 ***
## PublicMask1 1.318e-02 7.866e-03 1.676 0.094860 .
## OtherBusinessClose1 -3.141e-02 7.482e-03 -4.198 3.61e-05 ***
## BusinessMask1 -2.796e-02 7.264e-03 -3.849 0.000146 ***
## SchoolMask1 -6.926e-03 1.100e-02 -0.630 0.529277
## Quarantine1 5.769e-03 7.290e-03 0.791 0.429435
## weekend1 2.012e-02 3.110e-03 6.467 4.34e-10 ***
## holiday1 5.739e-03 8.797e-03 0.652 0.514662
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02412 on 284 degrees of freedom
## Multiple R-squared: 0.7702, Adjusted R-squared: 0.7581
## F-statistic: 63.47 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06085
## "Santa Clara County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.071124 -0.016802 -0.001486 0.018358 0.129191
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.298e-01 7.569e-03 30.357 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.003e-05 2.644e-05 1.892 0.059510 .
## confirmed_7dav_incidence_prop 6.751e-04 3.802e-04 1.776 0.076864 .
## deaths_7dav_cumulative_prop -7.105e-03 1.824e-03 -3.897 0.000122 ***
## deaths_7dav_incidence_prop 1.429e-02 5.155e-02 0.277 0.781867
## EmergDec1 7.234e-03 1.299e-02 0.557 0.577968
## GathRestrict1 2.154e-02 2.251e-02 0.957 0.339480
## SchoolClose1 1.772e-01 2.294e-02 7.723 1.96e-13 ***
## BarRestrict1 7.026e-02 1.429e-02 4.918 1.48e-06 ***
## PublicMask1 3.184e-02 1.015e-02 3.136 0.001893 **
## OtherBusinessClose1 -1.451e-02 9.844e-03 -1.474 0.141612
## BusinessMask1 -6.187e-02 7.875e-03 -7.856 8.23e-14 ***
## SchoolMask1 -3.237e-02 8.116e-03 -3.989 8.46e-05 ***
## Quarantine1 1.911e-02 1.083e-02 1.764 0.078802 .
## weekend1 -2.685e-03 3.614e-03 -0.743 0.458137
## holiday1 -1.154e-02 1.024e-02 -1.127 0.260561
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02804 on 284 degrees of freedom
## Multiple R-squared: 0.8736, Adjusted R-squared: 0.8669
## F-statistic: 130.9 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06087
## "Santa Cruz County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.068117 -0.018762 0.000596 0.015898 0.107870
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.306e-01 7.464e-03 30.897 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.899e-05 1.951e-05 -1.486 0.138520
## confirmed_7dav_incidence_prop 1.626e-04 4.787e-04 0.340 0.734314
## deaths_7dav_cumulative_prop 1.460e-03 1.662e-03 0.878 0.380501
## deaths_7dav_incidence_prop 2.492e-02 1.572e-02 1.585 0.114020
## EmergDec1 -6.009e-04 1.281e-02 -0.047 0.962608
## GathRestrict1 1.614e-02 2.221e-02 0.727 0.468049
## SchoolClose1 1.119e-01 2.262e-02 4.945 1.31e-06 ***
## BarRestrict1 4.664e-02 1.368e-02 3.409 0.000746 ***
## PublicMask1 1.206e-02 8.970e-03 1.345 0.179716
## OtherBusinessClose1 -3.141e-02 7.981e-03 -3.936 0.000104 ***
## BusinessMask1 -4.796e-02 7.707e-03 -6.222 1.75e-09 ***
## SchoolMask1 -2.569e-02 8.787e-03 -2.924 0.003733 **
## Quarantine1 1.909e-02 1.231e-02 1.550 0.122275
## weekend1 1.999e-02 3.570e-03 5.599 5.07e-08 ***
## holiday1 4.001e-04 1.017e-02 0.039 0.968639
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02767 on 284 degrees of freedom
## Multiple R-squared: 0.7822, Adjusted R-squared: 0.7707
## F-statistic: 67.98 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06089
## "Shasta County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.060485 -0.013768 -0.002076 0.012572 0.133329
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.428e-01 6.547e-03 37.083 < 2e-16 ***
## confirmed_7dav_cumulative_prop -6.431e-06 1.278e-05 -0.503 0.61508
## confirmed_7dav_incidence_prop 4.041e-04 2.545e-04 1.588 0.11344
## deaths_7dav_cumulative_prop -1.303e-04 1.225e-03 -0.106 0.91532
## deaths_7dav_incidence_prop -3.401e-02 1.642e-02 -2.071 0.03929 *
## EmergDec1 -1.485e-02 1.123e-02 -1.322 0.18729
## GathRestrict1 3.036e-03 1.948e-02 0.156 0.87622
## SchoolClose1 6.440e-02 1.984e-02 3.246 0.00131 **
## BarRestrict1 5.378e-02 1.202e-02 4.475 1.11e-05 ***
## PublicMask1 -7.601e-03 7.871e-03 -0.966 0.33497
## OtherBusinessClose1 -3.412e-02 7.243e-03 -4.711 3.86e-06 ***
## BusinessMask1 -3.201e-02 6.663e-03 -4.804 2.52e-06 ***
## SchoolMask1 -7.135e-03 5.352e-03 -1.333 0.18359
## Quarantine1 1.800e-02 1.282e-02 1.403 0.16161
## weekend1 4.816e-02 3.127e-03 15.400 < 2e-16 ***
## holiday1 1.880e-02 8.828e-03 2.129 0.03408 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02427 on 284 degrees of freedom
## Multiple R-squared: 0.7217, Adjusted R-squared: 0.707
## F-statistic: 49.11 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06091
## "Sierra County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.165904 -0.044134 0.004386 0.040802 0.153903
##
## Coefficients: (2 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.802e-01 1.691e-02 16.569 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.751e-04 6.785e-05 -2.581 0.010352 *
## confirmed_7dav_incidence_prop -3.646e-04 8.359e-04 -0.436 0.663013
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 -1.149e-01 2.902e-02 -3.958 9.53e-05 ***
## GathRestrict1 -4.471e-02 5.032e-02 -0.888 0.375023
## SchoolClose1 1.935e-01 5.126e-02 3.774 0.000195 ***
## BarRestrict1 2.727e-02 3.099e-02 0.880 0.379646
## PublicMask1 1.002e-02 2.029e-02 0.494 0.621822
## OtherBusinessClose1 -1.311e-02 1.809e-02 -0.724 0.469378
## BusinessMask1 -2.671e-02 1.729e-02 -1.545 0.123450
## SchoolMask1 -9.659e-03 1.449e-02 -0.666 0.505673
## Quarantine1 9.548e-02 3.608e-02 2.646 0.008595 **
## weekend1 5.369e-02 8.081e-03 6.644 1.54e-10 ***
## holiday1 -2.247e-02 2.290e-02 -0.981 0.327264
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.06269 on 286 degrees of freedom
## Multiple R-squared: 0.374, Adjusted R-squared: 0.3455
## F-statistic: 13.14 on 13 and 286 DF, p-value: < 2.2e-16
##
## 06093
## "Siskiyou County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.062541 -0.015199 -0.000691 0.014331 0.106117
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.847e-01 6.840e-03 41.624 < 2e-16 ***
## confirmed_7dav_cumulative_prop -5.680e-05 1.902e-05 -2.986 0.00307 **
## confirmed_7dav_incidence_prop 1.034e-03 3.998e-04 2.587 0.01017 *
## deaths_7dav_cumulative_prop 5.225e-03 2.107e-03 2.480 0.01372 *
## deaths_7dav_incidence_prop -3.791e-03 1.646e-02 -0.230 0.81801
## EmergDec1 -4.880e-02 1.174e-02 -4.158 4.25e-05 ***
## GathRestrict1 1.215e-02 2.035e-02 0.597 0.55083
## SchoolClose1 4.139e-02 2.073e-02 1.997 0.04679 *
## BarRestrict1 3.658e-02 1.253e-02 2.919 0.00380 **
## PublicMask1 2.075e-02 8.212e-03 2.526 0.01207 *
## OtherBusinessClose1 -2.207e-02 7.308e-03 -3.021 0.00275 **
## BusinessMask1 -1.726e-02 6.973e-03 -2.475 0.01389 *
## SchoolMask1 -8.457e-03 6.401e-03 -1.321 0.18755
## Quarantine1 2.219e-02 1.482e-02 1.497 0.13552
## weekend1 3.676e-02 3.268e-03 11.248 < 2e-16 ***
## holiday1 1.216e-02 9.253e-03 1.314 0.18989
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02535 on 284 degrees of freedom
## Multiple R-squared: 0.5895, Adjusted R-squared: 0.5678
## F-statistic: 27.19 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06095
## "Solano County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.06974 -0.01459 -0.00038 0.01353 0.11870
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.419e-01 6.544e-03 36.958 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.589e-05 1.499e-05 2.394 0.01730 *
## confirmed_7dav_incidence_prop -3.084e-04 3.091e-04 -0.998 0.31920
## deaths_7dav_cumulative_prop -6.487e-03 1.580e-03 -4.105 5.30e-05 ***
## deaths_7dav_incidence_prop 7.069e-03 2.277e-02 0.310 0.75642
## EmergDec1 -1.106e-02 1.123e-02 -0.985 0.32539
## GathRestrict1 9.532e-03 1.947e-02 0.490 0.62479
## SchoolClose1 1.104e-01 1.983e-02 5.566 6.04e-08 ***
## BarRestrict1 5.424e-02 1.199e-02 4.523 8.97e-06 ***
## PublicMask1 1.172e-02 7.928e-03 1.478 0.14051
## OtherBusinessClose1 -2.638e-02 8.335e-03 -3.165 0.00172 **
## BusinessMask1 -2.065e-02 7.873e-03 -2.623 0.00918 **
## SchoolMask1 -1.384e-02 7.591e-03 -1.824 0.06928 .
## Quarantine1 6.485e-03 9.451e-03 0.686 0.49313
## weekend1 2.497e-02 3.127e-03 7.986 3.49e-14 ***
## holiday1 6.233e-03 8.872e-03 0.703 0.48291
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02426 on 284 degrees of freedom
## Multiple R-squared: 0.7942, Adjusted R-squared: 0.7834
## F-statistic: 73.09 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06097
## "Sonoma County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.074084 -0.016882 -0.001521 0.016496 0.105766
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.265e-01 7.001e-03 32.349 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.492e-05 2.694e-05 -0.554 0.580
## confirmed_7dav_incidence_prop 6.421e-04 4.999e-04 1.284 0.200
## deaths_7dav_cumulative_prop 1.552e-05 1.649e-03 0.009 0.992
## deaths_7dav_incidence_prop 1.831e-02 1.861e-02 0.984 0.326
## EmergDec1 -1.493e-02 1.201e-02 -1.243 0.215
## GathRestrict1 1.035e-02 2.083e-02 0.497 0.620
## SchoolClose1 9.467e-02 2.122e-02 4.462 1.17e-05 ***
## BarRestrict1 7.795e-02 1.284e-02 6.073 4.01e-09 ***
## PublicMask1 3.657e-03 8.408e-03 0.435 0.664
## OtherBusinessClose1 -3.547e-02 7.492e-03 -4.734 3.48e-06 ***
## BusinessMask1 -4.386e-02 7.341e-03 -5.975 6.87e-09 ***
## SchoolMask1 -1.315e-02 8.406e-03 -1.564 0.119
## Quarantine1 1.379e-02 1.024e-02 1.347 0.179
## weekend1 2.351e-02 3.343e-03 7.032 1.52e-11 ***
## holiday1 6.515e-04 9.536e-03 0.068 0.946
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02595 on 284 degrees of freedom
## Multiple R-squared: 0.7766, Adjusted R-squared: 0.7648
## F-statistic: 65.8 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06099
## "Stanislaus County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.065497 -0.015054 -0.001301 0.013407 0.124304
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.473e-01 6.520e-03 37.923 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.614e-05 1.664e-05 1.571 0.117311
## confirmed_7dav_incidence_prop 9.694e-05 1.639e-04 0.591 0.554765
## deaths_7dav_cumulative_prop -1.450e-03 6.796e-04 -2.133 0.033756 *
## deaths_7dav_incidence_prop 2.019e-03 1.050e-02 0.192 0.847615
## EmergDec1 -1.143e-02 1.119e-02 -1.022 0.307867
## GathRestrict1 7.359e-03 1.940e-02 0.379 0.704697
## SchoolClose1 7.345e-02 1.976e-02 3.717 0.000243 ***
## BarRestrict1 7.168e-02 1.195e-02 5.999 6.02e-09 ***
## PublicMask1 -1.157e-04 7.886e-03 -0.015 0.988307
## OtherBusinessClose1 -4.496e-02 7.137e-03 -6.300 1.13e-09 ***
## BusinessMask1 -2.499e-02 6.913e-03 -3.615 0.000355 ***
## SchoolMask1 -1.226e-02 1.058e-02 -1.158 0.247730
## Quarantine1 2.923e-03 7.913e-03 0.369 0.712152
## weekend1 3.031e-02 3.114e-03 9.733 < 2e-16 ***
## holiday1 7.556e-03 8.807e-03 0.858 0.391620
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02417 on 284 degrees of freedom
## Multiple R-squared: 0.7521, Adjusted R-squared: 0.739
## F-statistic: 57.44 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06101
## "Sutter County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.074691 -0.013831 -0.001907 0.012696 0.135138
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.372e-01 6.747e-03 35.152 < 2e-16 ***
## confirmed_7dav_cumulative_prop 9.227e-06 1.333e-05 0.692 0.489254
## confirmed_7dav_incidence_prop 2.608e-04 2.109e-04 1.236 0.217296
## deaths_7dav_cumulative_prop -3.795e-03 2.190e-03 -1.732 0.084280 .
## deaths_7dav_incidence_prop 2.952e-02 1.200e-02 2.459 0.014538 *
## EmergDec1 -1.617e-02 1.158e-02 -1.397 0.163448
## GathRestrict1 2.671e-03 2.007e-02 0.133 0.894225
## SchoolClose1 7.712e-02 2.045e-02 3.772 0.000197 ***
## BarRestrict1 6.754e-02 1.236e-02 5.463 1.02e-07 ***
## PublicMask1 1.039e-03 8.798e-03 0.118 0.906118
## OtherBusinessClose1 -4.513e-02 7.257e-03 -6.219 1.79e-09 ***
## BusinessMask1 -2.867e-02 6.986e-03 -4.103 5.33e-05 ***
## SchoolMask1 -1.403e-03 7.139e-03 -0.197 0.844316
## Quarantine1 -6.466e-03 1.424e-02 -0.454 0.650065
## weekend1 3.267e-02 3.230e-03 10.114 < 2e-16 ***
## holiday1 1.369e-02 9.116e-03 1.502 0.134241
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02501 on 284 degrees of freedom
## Multiple R-squared: 0.7272, Adjusted R-squared: 0.7128
## F-statistic: 50.48 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06103
## "Tehama County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.05998 -0.01598 -0.00116 0.01321 0.13449
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.390e-01 6.746e-03 35.424 < 2e-16 ***
## confirmed_7dav_cumulative_prop -5.972e-06 1.270e-05 -0.470 0.638504
## confirmed_7dav_incidence_prop 3.498e-05 2.945e-04 0.119 0.905529
## deaths_7dav_cumulative_prop 3.879e-04 7.642e-04 0.508 0.612136
## deaths_7dav_incidence_prop -6.400e-03 6.110e-03 -1.047 0.295790
## EmergDec1 -2.243e-02 1.158e-02 -1.937 0.053683 .
## GathRestrict1 -3.666e-03 2.007e-02 -0.183 0.855195
## SchoolClose1 6.007e-02 2.045e-02 2.938 0.003573 **
## BarRestrict1 4.690e-02 1.236e-02 3.794 0.000181 ***
## PublicMask1 -9.172e-03 8.095e-03 -1.133 0.258139
## OtherBusinessClose1 -2.613e-02 7.232e-03 -3.613 0.000358 ***
## BusinessMask1 -1.898e-02 6.916e-03 -2.744 0.006459 **
## SchoolMask1 -8.461e-03 6.472e-03 -1.307 0.192165
## Quarantine1 1.451e-02 1.350e-02 1.075 0.283340
## weekend1 4.625e-02 3.221e-03 14.357 < 2e-16 ***
## holiday1 2.095e-02 9.109e-03 2.300 0.022186 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02501 on 284 degrees of freedom
## Multiple R-squared: 0.6305, Adjusted R-squared: 0.6109
## F-statistic: 32.3 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06105
## "Trinity County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.079402 -0.018672 -0.001335 0.019231 0.085019
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.820e-01 8.350e-03 33.776 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.471e-05 1.890e-05 -0.778 0.437125
## confirmed_7dav_incidence_prop -1.208e-03 4.070e-04 -2.968 0.003255 **
## deaths_7dav_cumulative_prop 5.642e-04 3.742e-03 0.151 0.880243
## deaths_7dav_incidence_prop 3.128e-02 1.755e-02 1.782 0.075748 .
## EmergDec1 -1.247e-02 1.433e-02 -0.870 0.384903
## GathRestrict1 -2.306e-02 2.484e-02 -0.928 0.354102
## SchoolClose1 6.263e-02 2.531e-02 2.475 0.013911 *
## BarRestrict1 -1.362e-02 1.530e-02 -0.891 0.373944
## PublicMask1 3.842e-02 1.002e-02 3.834 0.000155 ***
## OtherBusinessClose1 -1.825e-02 8.923e-03 -2.045 0.041750 *
## BusinessMask1 -1.483e-02 8.484e-03 -1.748 0.081465 .
## SchoolMask1 -1.476e-02 5.541e-03 -2.663 0.008188 **
## Quarantine1 4.932e-02 1.880e-02 2.624 0.009162 **
## weekend1 4.052e-02 3.990e-03 10.155 < 2e-16 ***
## holiday1 5.973e-03 1.126e-02 0.531 0.596170
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03095 on 284 degrees of freedom
## Multiple R-squared: 0.4644, Adjusted R-squared: 0.4361
## F-statistic: 16.42 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06107
## "Tulare County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.058476 -0.013469 0.000035 0.013896 0.102609
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.643e-01 5.863e-03 45.078 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.455e-05 9.040e-06 2.716 0.007018 **
## confirmed_7dav_incidence_prop 2.551e-04 1.226e-04 2.081 0.038344 *
## deaths_7dav_cumulative_prop -2.766e-03 7.452e-04 -3.712 0.000248 ***
## deaths_7dav_incidence_prop -9.363e-03 1.049e-02 -0.892 0.372916
## EmergDec1 -1.070e-02 1.006e-02 -1.064 0.288396
## GathRestrict1 8.604e-03 1.744e-02 0.493 0.622198
## SchoolClose1 6.447e-02 1.777e-02 3.628 0.000338 ***
## BarRestrict1 4.465e-02 1.074e-02 4.156 4.30e-05 ***
## PublicMask1 1.725e-02 7.780e-03 2.218 0.027370 *
## OtherBusinessClose1 -2.573e-02 8.045e-03 -3.199 0.001538 **
## BusinessMask1 3.776e-03 8.022e-03 0.471 0.638186
## SchoolMask1 -2.396e-04 7.250e-03 -0.033 0.973662
## Quarantine1 -3.613e-04 6.903e-03 -0.052 0.958290
## weekend1 2.171e-02 2.802e-03 7.747 1.68e-13 ***
## holiday1 3.494e-03 7.938e-03 0.440 0.660101
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02173 on 284 degrees of freedom
## Multiple R-squared: 0.7145, Adjusted R-squared: 0.6994
## F-statistic: 47.38 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06109
## "Tuolumne County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.060557 -0.018067 -0.001586 0.015125 0.130043
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.447e-01 7.351e-03 33.292 < 2e-16 ***
## confirmed_7dav_cumulative_prop -5.341e-06 1.557e-05 -0.343 0.731837
## confirmed_7dav_incidence_prop 5.903e-04 2.247e-04 2.628 0.009067 **
## deaths_7dav_cumulative_prop -1.692e-03 9.290e-04 -1.821 0.069669 .
## deaths_7dav_incidence_prop 2.811e-03 1.059e-02 0.266 0.790785
## EmergDec1 -2.391e-02 1.261e-02 -1.896 0.058984 .
## GathRestrict1 4.128e-03 2.187e-02 0.189 0.850427
## SchoolClose1 8.494e-02 2.228e-02 3.813 0.000169 ***
## BarRestrict1 3.702e-02 1.347e-02 2.748 0.006373 **
## PublicMask1 8.296e-04 8.820e-03 0.094 0.925130
## OtherBusinessClose1 -3.331e-02 7.854e-03 -4.240 3.02e-05 ***
## BusinessMask1 -3.161e-02 7.489e-03 -4.221 3.28e-05 ***
## SchoolMask1 -6.602e-03 6.236e-03 -1.059 0.290669
## Quarantine1 1.024e-02 1.431e-02 0.715 0.474994
## weekend1 4.507e-02 3.513e-03 12.828 < 2e-16 ***
## holiday1 5.932e-03 9.917e-03 0.598 0.550253
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02725 on 284 degrees of freedom
## Multiple R-squared: 0.6771, Adjusted R-squared: 0.66
## F-statistic: 39.7 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06111
## "Ventura County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.061697 -0.016717 -0.001272 0.015469 0.118792
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.343e-01 6.436e-03 36.397 < 2e-16 ***
## confirmed_7dav_cumulative_prop 7.749e-05 2.244e-05 3.454 0.000637 ***
## confirmed_7dav_incidence_prop -6.212e-04 3.399e-04 -1.828 0.068636 .
## deaths_7dav_cumulative_prop -8.922e-03 2.049e-03 -4.354 1.87e-05 ***
## deaths_7dav_incidence_prop 9.838e-03 3.038e-02 0.324 0.746328
## EmergDec1 -8.611e-03 1.104e-02 -0.780 0.436182
## GathRestrict1 1.754e-02 1.915e-02 0.916 0.360469
## SchoolClose1 1.091e-01 1.951e-02 5.594 5.21e-08 ***
## BarRestrict1 7.756e-02 1.183e-02 6.554 2.63e-10 ***
## PublicMask1 1.984e-02 8.017e-03 2.475 0.013924 *
## OtherBusinessClose1 -4.857e-02 7.237e-03 -6.711 1.05e-10 ***
## BusinessMask1 -3.492e-02 7.069e-03 -4.940 1.34e-06 ***
## SchoolMask1 -1.593e-02 7.848e-03 -2.030 0.043314 *
## Quarantine1 -5.659e-03 9.370e-03 -0.604 0.546358
## weekend1 1.876e-02 3.080e-03 6.089 3.68e-09 ***
## holiday1 4.497e-03 8.688e-03 0.518 0.605156
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02386 on 284 degrees of freedom
## Multiple R-squared: 0.8501, Adjusted R-squared: 0.8422
## F-statistic: 107.4 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06113
## "Yolo County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.064173 -0.018101 -0.000286 0.015919 0.135591
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.219e-01 6.908e-03 32.123 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.417e-06 1.895e-05 0.128 0.898591
## confirmed_7dav_incidence_prop 9.671e-04 3.205e-04 3.017 0.002782 **
## deaths_7dav_cumulative_prop -2.041e-03 1.522e-03 -1.341 0.181115
## deaths_7dav_incidence_prop -1.615e-02 1.512e-02 -1.068 0.286570
## EmergDec1 -1.577e-03 1.185e-02 -0.133 0.894231
## GathRestrict1 1.261e-03 2.055e-02 0.061 0.951126
## SchoolClose1 1.150e-01 2.093e-02 5.493 8.77e-08 ***
## BarRestrict1 3.987e-02 1.267e-02 3.146 0.001832 **
## PublicMask1 3.721e-02 9.700e-03 3.836 0.000154 ***
## OtherBusinessClose1 -4.484e-04 1.141e-02 -0.039 0.968675
## BusinessMask1 -4.979e-02 7.396e-03 -6.732 9.27e-11 ***
## SchoolMask1 -9.188e-03 7.927e-03 -1.159 0.247386
## Quarantine1 6.938e-03 1.099e-02 0.631 0.528224
## weekend1 1.290e-02 3.304e-03 3.905 0.000118 ***
## holiday1 -6.764e-03 9.387e-03 -0.721 0.471753
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0256 on 284 degrees of freedom
## Multiple R-squared: 0.7724, Adjusted R-squared: 0.7604
## F-statistic: 64.26 on 15 and 284 DF, p-value: < 2.2e-16
##
## 06115
## "Yuba County"
##
## Call:
## lm(formula = formula1, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.060226 -0.015526 -0.000382 0.015694 0.134283
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.513e-01 6.641e-03 37.831 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.604e-05 9.712e-06 1.652 0.09971 .
## confirmed_7dav_incidence_prop 2.810e-04 2.420e-04 1.161 0.24654
## deaths_7dav_cumulative_prop -5.155e-03 1.529e-03 -3.372 0.00085 ***
## deaths_7dav_incidence_prop 1.596e-02 1.419e-02 1.125 0.26159
## EmergDec1 -2.014e-02 1.140e-02 -1.768 0.07817 .
## GathRestrict1 8.800e-03 1.976e-02 0.445 0.65640
## SchoolClose1 6.524e-02 2.013e-02 3.241 0.00133 **
## BarRestrict1 7.442e-02 1.217e-02 6.116 3.18e-09 ***
## PublicMask1 -6.734e-03 8.079e-03 -0.834 0.40526
## OtherBusinessClose1 -3.849e-02 7.127e-03 -5.400 1.41e-07 ***
## BusinessMask1 -1.869e-02 6.853e-03 -2.727 0.00678 **
## SchoolMask1 -1.914e-03 6.858e-03 -0.279 0.78042
## Quarantine1 -4.466e-03 1.033e-02 -0.432 0.66595
## weekend1 3.475e-02 3.177e-03 10.940 < 2e-16 ***
## holiday1 1.431e-02 8.960e-03 1.597 0.11132
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02462 on 284 degrees of freedom
## Multiple R-squared: 0.716, Adjusted R-squared: 0.701
## F-statistic: 47.74 on 15 and 284 DF, p-value: < 2.2e-16Completely stay at home: TX
interventions <- c("EmergDec",
"GathRestrict",
"SchoolClose",
"BarRestrict",
"PublicMask",
"OtherBusinessClose",
"Quarantine")
mobility.name <- "completely_home_prop"
confounders.names <- c("confirmed_7dav_cumulative_prop",
"confirmed_7dav_incidence_prop",
"deaths_7dav_cumulative_prop",
"deaths_7dav_incidence_prop")
txformula <- as.formula(paste(mobility.name, paste(c(confounders.names, interventions), collapse=" + "), sep=" ~ "))
tx.stayhome <- prepDF(tx.chome,
policy,
states="TX",
interventions,
fips_codes)
# weekends filter
tx.stayhome <- tx.stayhome%>%
mutate(weekday= weekdays(as.Date(time_value)))%>%
mutate(weekend= as.factor(ifelse(weekday %in% c("Saturday", "Sunday"), 1, 0)),
holiday = as.factor(ifelse(as.Date(time_value) %in% as.Date(tx.holidays), 1, 0)),
wildfire = as.factor(ifelse(as.Date(time_value) %in% as.Date(tx.wildfire_seasons), 1, 0)))
interventions <- c("EmergDec",
"GathRestrict",
"SchoolClose",
"BarRestrict",
"PublicMask",
"OtherBusinessClose",
"Quarantine",
"weekend",
"holiday")
txformula <- as.formula(paste(mobility.name, paste(c(confounders.names, interventions), collapse=" + "), sep=" ~ "))
txls <- list()
count <- 1
# Filter the fips codes
tx_fips <- fipscodes %>%filter(state %in% "TX")
for(code in tx_fips$fips){
p <- tx.stayhome %>% filter(geo_value.x==code) %>%
lm(txformula,data=.)
txls[[count]] <- p
count <- count + 1
print(fips_to_name(code))
print(summary(p))
}## 48001
## "Anderson County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.057386 -0.017217 -0.001484 0.012169 0.151877
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.994e-01 5.514e-03 36.167 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.384e-06 3.230e-06 1.357 0.175833
## confirmed_7dav_incidence_prop -3.960e-06 4.261e-05 -0.093 0.926028
## deaths_7dav_cumulative_prop -2.209e-04 1.195e-04 -1.848 0.065560 .
## deaths_7dav_incidence_prop 1.327e-03 4.191e-03 0.317 0.751747
## EmergDec1 3.075e-02 1.123e-02 2.737 0.006581 **
## GathRestrict1 3.083e-02 3.110e-02 0.991 0.322417
## SchoolClose1 2.051e-02 1.014e-02 2.023 0.043983 *
## BarRestrict1 -2.133e-02 2.838e-02 -0.752 0.452967
## PublicMask1 -4.101e-02 6.483e-03 -6.325 9.69e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.304e-02 6.624e-03 3.478 0.000583 ***
## weekend1 3.868e-02 3.356e-03 11.525 < 2e-16 ***
## holiday1 2.380e-02 8.919e-03 2.668 0.008068 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02601 on 287 degrees of freedom
## Multiple R-squared: 0.6131, Adjusted R-squared: 0.5969
## F-statistic: 37.9 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48003
## "Andrews County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.079526 -0.018916 -0.002281 0.016177 0.158176
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.922e-01 6.715e-03 28.631 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.084e-06 6.370e-06 0.641 0.521920
## confirmed_7dav_incidence_prop 4.482e-04 1.364e-04 3.286 0.001144 **
## deaths_7dav_cumulative_prop -6.851e-04 5.291e-04 -1.295 0.196407
## deaths_7dav_incidence_prop 1.022e-03 3.576e-03 0.286 0.775304
## EmergDec1 6.920e-02 1.368e-02 5.058 7.55e-07 ***
## GathRestrict1 4.582e-02 3.795e-02 1.207 0.228294
## SchoolClose1 3.359e-03 1.266e-02 0.265 0.790956
## BarRestrict1 -2.681e-02 3.447e-02 -0.778 0.437325
## PublicMask1 -6.049e-02 7.742e-03 -7.813 1.06e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.555e-02 7.570e-03 3.375 0.000839 ***
## weekend1 4.509e-02 4.087e-03 11.034 < 2e-16 ***
## holiday1 3.687e-02 1.086e-02 3.394 0.000784 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03167 on 287 degrees of freedom
## Multiple R-squared: 0.6461, Adjusted R-squared: 0.6313
## F-statistic: 43.67 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48005
## "Angelina County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.072540 -0.016822 -0.000189 0.011241 0.153373
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.848e-01 5.410e-03 34.158 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.713e-05 1.651e-05 1.037 0.300565
## confirmed_7dav_incidence_prop 3.716e-04 1.718e-04 2.164 0.031316 *
## deaths_7dav_cumulative_prop -4.071e-04 3.095e-04 -1.315 0.189423
## deaths_7dav_incidence_prop -3.852e-03 4.169e-03 -0.924 0.356254
## EmergDec1 4.920e-02 1.102e-02 4.464 1.16e-05 ***
## GathRestrict1 5.821e-02 3.151e-02 1.847 0.065725 .
## SchoolClose1 1.348e-02 1.300e-02 1.037 0.300748
## BarRestrict1 -3.931e-02 2.783e-02 -1.413 0.158861
## PublicMask1 -5.699e-02 6.599e-03 -8.636 4.10e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.206e-02 6.419e-03 3.437 0.000675 ***
## weekend1 3.542e-02 3.293e-03 10.758 < 2e-16 ***
## holiday1 1.729e-02 8.730e-03 1.981 0.048588 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02552 on 287 degrees of freedom
## Multiple R-squared: 0.6662, Adjusted R-squared: 0.6522
## F-statistic: 47.73 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48007
## "Aransas County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.065417 -0.019403 -0.000139 0.015922 0.092052
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.274e-01 6.156e-03 36.940 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.159e-05 8.837e-06 1.312 0.190566
## confirmed_7dav_incidence_prop 3.519e-04 2.049e-04 1.718 0.086954 .
## deaths_7dav_cumulative_prop -7.773e-04 2.074e-04 -3.748 0.000216 ***
## deaths_7dav_incidence_prop -1.020e-03 1.976e-03 -0.516 0.606054
## EmergDec1 2.862e-02 1.254e-02 2.282 0.023203 *
## GathRestrict1 8.499e-02 3.474e-02 2.446 0.015038 *
## SchoolClose1 -2.685e-02 1.202e-02 -2.233 0.026288 *
## BarRestrict1 -1.554e-02 3.163e-02 -0.491 0.623498
## PublicMask1 -4.081e-02 7.101e-03 -5.747 2.32e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.832e-02 6.919e-03 2.648 0.008550 **
## weekend1 3.737e-02 3.747e-03 9.974 < 2e-16 ***
## holiday1 2.890e-02 9.993e-03 2.892 0.004119 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02904 on 287 degrees of freedom
## Multiple R-squared: 0.5605, Adjusted R-squared: 0.5421
## F-statistic: 30.5 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48009
## "Archer County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.098648 -0.021823 -0.002163 0.019089 0.147840
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.816e-01 7.311e-03 24.844 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.790e-05 9.182e-06 -1.950 0.052165 .
## confirmed_7dav_incidence_prop 3.633e-04 2.584e-04 1.406 0.160755
## deaths_7dav_cumulative_prop 8.396e-04 8.739e-04 0.961 0.337504
## deaths_7dav_incidence_prop -2.291e-03 4.337e-03 -0.528 0.597666
## EmergDec1 6.668e-02 1.490e-02 4.477 1.09e-05 ***
## GathRestrict1 1.940e-02 3.933e-02 0.493 0.622215
## SchoolClose1 2.356e-02 6.292e-03 3.744 0.000219 ***
## BarRestrict1 -2.611e-02 3.750e-02 -0.696 0.486835
## PublicMask1 -5.102e-02 8.418e-03 -6.061 4.26e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 4.551e-02 8.164e-03 5.574 5.73e-08 ***
## weekend1 4.895e-02 4.455e-03 10.989 < 2e-16 ***
## holiday1 3.917e-02 1.180e-02 3.320 0.001017 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03449 on 287 degrees of freedom
## Multiple R-squared: 0.6898, Adjusted R-squared: 0.6769
## F-statistic: 53.19 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48011
## "Armstrong County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.121012 -0.030175 -0.001519 0.031232 0.129271
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.781e-01 9.743e-03 18.279 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.069e-06 1.167e-05 -0.177 0.859366
## confirmed_7dav_incidence_prop 1.151e-03 3.178e-04 3.622 0.000345 ***
## deaths_7dav_cumulative_prop -7.027e-05 1.778e-04 -0.395 0.692998
## deaths_7dav_incidence_prop -1.317e-03 1.213e-03 -1.085 0.278753
## EmergDec1 5.275e-02 1.985e-02 2.657 0.008314 **
## GathRestrict1 3.475e-02 5.240e-02 0.663 0.507726
## SchoolClose1 1.800e-02 8.227e-03 2.187 0.029519 *
## BarRestrict1 -3.202e-02 5.000e-02 -0.640 0.522406
## PublicMask1 -5.936e-02 1.131e-02 -5.249 2.98e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.788e-02 1.088e-02 2.563 0.010874 *
## weekend1 6.166e-02 5.931e-03 10.397 < 2e-16 ***
## holiday1 3.510e-02 1.577e-02 2.226 0.026797 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04596 on 287 degrees of freedom
## Multiple R-squared: 0.5091, Adjusted R-squared: 0.4885
## F-statistic: 24.8 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48013
## "Atascosa County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.063221 -0.015959 -0.001206 0.016238 0.123778
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.937e-01 5.619e-03 34.463 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.426e-05 5.802e-06 2.457 0.014601 *
## confirmed_7dav_incidence_prop 8.397e-05 7.143e-05 1.176 0.240691
## deaths_7dav_cumulative_prop -1.046e-03 2.487e-04 -4.206 3.47e-05 ***
## deaths_7dav_incidence_prop 4.413e-03 3.380e-03 1.306 0.192634
## EmergDec1 5.342e-02 1.145e-02 4.666 4.72e-06 ***
## GathRestrict1 8.345e-02 3.089e-02 2.701 0.007315 **
## SchoolClose1 -1.168e-03 8.302e-03 -0.141 0.888236
## BarRestrict1 -2.868e-02 2.883e-02 -0.995 0.320698
## PublicMask1 -4.312e-02 6.475e-03 -6.660 1.39e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.190e-02 6.292e-03 1.891 0.059580 .
## weekend1 3.155e-02 3.420e-03 9.225 < 2e-16 ***
## holiday1 3.214e-02 9.072e-03 3.543 0.000462 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02651 on 287 degrees of freedom
## Multiple R-squared: 0.6737, Adjusted R-squared: 0.66
## F-statistic: 49.37 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48015
## "Austin County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.09934 -0.01846 -0.00229 0.01729 0.15384
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.840e-01 6.319e-03 29.124 < 2e-16 ***
## confirmed_7dav_cumulative_prop -4.261e-05 2.022e-05 -2.107 0.035974 *
## confirmed_7dav_incidence_prop 9.042e-04 2.516e-04 3.594 0.000384 ***
## deaths_7dav_cumulative_prop 3.756e-04 8.662e-04 0.434 0.664891
## deaths_7dav_incidence_prop -6.638e-03 6.289e-03 -1.056 0.292083
## EmergDec1 5.989e-02 1.287e-02 4.652 5.03e-06 ***
## GathRestrict1 8.579e-02 3.489e-02 2.459 0.014529 *
## SchoolClose1 -6.518e-03 9.443e-03 -0.690 0.490608
## BarRestrict1 -2.817e-02 3.247e-02 -0.868 0.386353
## PublicMask1 -5.724e-02 7.418e-03 -7.716 1.99e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.522e-02 7.266e-03 2.095 0.037071 *
## weekend1 4.458e-02 3.846e-03 11.590 < 2e-16 ***
## holiday1 3.513e-02 1.020e-02 3.445 0.000657 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02981 on 287 degrees of freedom
## Multiple R-squared: 0.7264, Adjusted R-squared: 0.7149
## F-statistic: 63.48 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48017
## "Bailey County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.081427 -0.022916 -0.001635 0.018374 0.127477
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.171e-01 7.490e-03 28.992 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.860e-06 4.314e-06 -0.431 0.666710
## confirmed_7dav_incidence_prop 4.036e-04 1.081e-04 3.732 0.000229 ***
## deaths_7dav_cumulative_prop -2.402e-05 2.900e-04 -0.083 0.934048
## deaths_7dav_incidence_prop -1.141e-03 1.898e-03 -0.601 0.548250
## EmergDec1 4.082e-02 1.526e-02 2.675 0.007898 **
## GathRestrict1 -2.922e-02 4.127e-02 -0.708 0.479547
## SchoolClose1 9.191e-03 1.076e-02 0.854 0.393753
## BarRestrict1 1.953e-02 3.850e-02 0.507 0.612411
## PublicMask1 -2.045e-02 8.693e-03 -2.353 0.019320 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.399e-02 8.459e-03 4.019 7.49e-05 ***
## weekend1 2.908e-02 4.559e-03 6.378 7.17e-10 ***
## holiday1 1.077e-02 1.218e-02 0.884 0.377557
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03533 on 287 degrees of freedom
## Multiple R-squared: 0.3743, Adjusted R-squared: 0.3482
## F-statistic: 14.31 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48019
## "Bandera County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.078423 -0.019216 0.000525 0.018649 0.117796
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.378e-01 6.579e-03 36.143 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.312e-05 2.587e-05 0.894 0.372298
## confirmed_7dav_incidence_prop 1.625e-04 3.392e-04 0.479 0.632306
## deaths_7dav_cumulative_prop -9.989e-04 4.639e-04 -2.153 0.032147 *
## deaths_7dav_incidence_prop -2.347e-03 5.177e-03 -0.453 0.650711
## EmergDec1 5.779e-02 1.340e-02 4.312 2.23e-05 ***
## GathRestrict1 6.100e-02 3.580e-02 1.704 0.089492 .
## SchoolClose1 1.171e-03 8.082e-03 0.145 0.884881
## BarRestrict1 -2.784e-02 3.375e-02 -0.825 0.410235
## PublicMask1 -5.163e-02 7.615e-03 -6.780 6.84e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.896e-02 7.384e-03 2.568 0.010731 *
## weekend1 4.579e-02 4.004e-03 11.435 < 2e-16 ***
## holiday1 3.846e-02 1.065e-02 3.613 0.000358 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03103 on 287 degrees of freedom
## Multiple R-squared: 0.6227, Adjusted R-squared: 0.6069
## F-statistic: 39.48 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48021
## "Bastrop County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.054598 -0.015686 -0.001015 0.014556 0.111340
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.128e-01 5.259e-03 40.459 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.841e-05 2.705e-05 2.159 0.031650 *
## confirmed_7dav_incidence_prop 1.900e-04 2.465e-04 0.771 0.441531
## deaths_7dav_cumulative_prop -4.839e-03 1.583e-03 -3.057 0.002447 **
## deaths_7dav_incidence_prop 2.112e-04 9.175e-03 0.023 0.981651
## EmergDec1 6.370e-02 1.071e-02 5.946 7.98e-09 ***
## GathRestrict1 6.626e-02 2.927e-02 2.264 0.024333 *
## SchoolClose1 -4.610e-03 8.840e-03 -0.522 0.602408
## BarRestrict1 -8.720e-03 2.701e-02 -0.323 0.747058
## PublicMask1 -4.200e-02 6.200e-03 -6.774 7.08e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.473e-02 6.170e-03 4.008 7.80e-05 ***
## weekend1 3.190e-02 3.201e-03 9.964 < 2e-16 ***
## holiday1 2.940e-02 8.499e-03 3.459 0.000624 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02481 on 287 degrees of freedom
## Multiple R-squared: 0.7409, Adjusted R-squared: 0.7301
## F-statistic: 68.39 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48023
## "Baylor County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.097040 -0.023341 -0.000523 0.022044 0.212674
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.907e-01 8.673e-03 21.993 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.239e-06 2.612e-05 0.086 0.931748
## confirmed_7dav_incidence_prop 2.040e-04 2.603e-04 0.784 0.433865
## deaths_7dav_cumulative_prop 1.295e-04 2.795e-04 0.463 0.643413
## deaths_7dav_incidence_prop -8.479e-03 2.103e-03 -4.031 7.13e-05 ***
## EmergDec1 4.481e-02 1.767e-02 2.536 0.011748 *
## GathRestrict1 4.356e-02 4.744e-02 0.918 0.359299
## SchoolClose1 5.438e-03 1.085e-02 0.501 0.616620
## BarRestrict1 -5.388e-02 4.450e-02 -1.211 0.226895
## PublicMask1 -2.411e-02 9.983e-03 -2.415 0.016359 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.447e-02 9.689e-03 3.557 0.000438 ***
## weekend1 4.880e-02 5.279e-03 9.244 < 2e-16 ***
## holiday1 4.565e-02 1.404e-02 3.252 0.001283 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04091 on 287 degrees of freedom
## Multiple R-squared: 0.4279, Adjusted R-squared: 0.404
## F-statistic: 17.89 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48025
## "Bee County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.071616 -0.019997 0.000406 0.017284 0.091714
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.016e-01 5.680e-03 35.494 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.531e-06 4.219e-06 0.363 0.716952
## confirmed_7dav_incidence_prop 2.498e-05 5.292e-05 0.472 0.637281
## deaths_7dav_cumulative_prop -5.017e-04 2.074e-04 -2.420 0.016157 *
## deaths_7dav_incidence_prop -4.119e-03 3.479e-03 -1.184 0.237423
## EmergDec1 2.477e-02 1.157e-02 2.140 0.033160 *
## GathRestrict1 7.198e-02 3.241e-02 2.221 0.027141 *
## SchoolClose1 -3.003e-02 1.194e-02 -2.515 0.012459 *
## BarRestrict1 1.650e-02 2.914e-02 0.566 0.571633
## PublicMask1 -2.351e-02 6.542e-03 -3.593 0.000384 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 8.689e-03 6.358e-03 1.367 0.172847
## weekend1 3.603e-02 3.457e-03 10.422 < 2e-16 ***
## holiday1 1.704e-02 9.167e-03 1.859 0.064005 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02679 on 287 degrees of freedom
## Multiple R-squared: 0.5597, Adjusted R-squared: 0.5413
## F-statistic: 30.4 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48027
## "Bell County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.060728 -0.013715 -0.000915 0.013363 0.088408
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.513e-01 4.708e-03 53.372 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.657e-05 2.496e-05 2.667 0.008086 **
## confirmed_7dav_incidence_prop -1.928e-04 4.329e-04 -0.445 0.656440
## deaths_7dav_cumulative_prop -4.692e-03 1.250e-03 -3.752 0.000212 ***
## deaths_7dav_incidence_prop -1.757e-02 1.719e-02 -1.022 0.307624
## EmergDec1 5.338e-02 9.592e-03 5.565 6.02e-08 ***
## GathRestrict1 2.746e-02 2.688e-02 1.022 0.307860
## SchoolClose1 2.275e-02 9.835e-03 2.313 0.021435 *
## BarRestrict1 -7.728e-03 2.419e-02 -0.319 0.749581
## PublicMask1 -4.990e-02 5.476e-03 -9.111 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.480e-02 5.397e-03 4.596 6.47e-06 ***
## weekend1 3.522e-02 2.866e-03 12.292 < 2e-16 ***
## holiday1 2.243e-02 7.596e-03 2.953 0.003409 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02221 on 287 degrees of freedom
## Multiple R-squared: 0.7788, Adjusted R-squared: 0.7696
## F-statistic: 84.21 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48029
## "Bexar County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.065773 -0.016433 0.000874 0.014605 0.081815
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.401e-01 4.994e-03 48.080 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.277e-06 7.298e-06 0.312 0.755282
## confirmed_7dav_incidence_prop 1.966e-04 1.215e-04 1.618 0.106678
## deaths_7dav_cumulative_prop -8.181e-04 3.672e-04 -2.228 0.026649 *
## deaths_7dav_incidence_prop 1.638e-03 7.553e-03 0.217 0.828422
## EmergDec1 7.498e-02 1.018e-02 7.369 1.84e-12 ***
## GathRestrict1 8.956e-02 2.922e-02 3.065 0.002384 **
## SchoolClose1 -2.815e-03 1.233e-02 -0.228 0.819567
## BarRestrict1 -1.968e-02 2.565e-02 -0.767 0.443640
## PublicMask1 -5.855e-02 5.809e-03 -10.079 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.235e-02 5.690e-03 3.927 0.000108 ***
## weekend1 1.727e-02 3.040e-03 5.683 3.25e-08 ***
## holiday1 1.953e-02 8.054e-03 2.424 0.015951 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02356 on 287 degrees of freedom
## Multiple R-squared: 0.8014, Adjusted R-squared: 0.7931
## F-statistic: 96.52 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48031
## "Blanco County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.076660 -0.021415 -0.001526 0.019816 0.164150
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.902e-01 6.983e-03 27.233 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.269e-05 1.858e-05 0.683 0.495071
## confirmed_7dav_incidence_prop 3.225e-04 3.556e-04 0.907 0.365217
## deaths_7dav_cumulative_prop -5.610e-04 4.862e-04 -1.154 0.249532
## deaths_7dav_incidence_prop 1.199e-03 3.425e-03 0.350 0.726566
## EmergDec1 4.115e-02 1.423e-02 2.892 0.004116 **
## GathRestrict1 2.669e-02 3.895e-02 0.685 0.493775
## SchoolClose1 1.373e-02 1.201e-02 1.143 0.253820
## BarRestrict1 8.164e-03 3.590e-02 0.227 0.820270
## PublicMask1 -4.093e-02 8.103e-03 -5.051 7.81e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.565e-02 8.295e-03 4.298 2.37e-05 ***
## weekend1 4.471e-02 4.250e-03 10.520 < 2e-16 ***
## holiday1 3.855e-02 1.127e-02 3.421 0.000714 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03294 on 287 degrees of freedom
## Multiple R-squared: 0.628, Adjusted R-squared: 0.6125
## F-statistic: 40.38 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48033
## "Borden County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.193748 -0.055293 -0.009693 0.048533 0.282218
##
## Coefficients: (3 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.143e-01 1.781e-02 12.034 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.683e-05 2.912e-05 0.921 0.357596
## confirmed_7dav_incidence_prop -4.864e-07 4.058e-04 -0.001 0.999044
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 4.542e-02 3.628e-02 1.252 0.211607
## GathRestrict1 4.557e-02 9.556e-02 0.477 0.633845
## SchoolClose1 3.742e-02 1.369e-02 2.733 0.006666 **
## BarRestrict1 -3.533e-02 9.134e-02 -0.387 0.699218
## PublicMask1 -7.602e-02 2.049e-02 -3.710 0.000249 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.067e-02 1.987e-02 1.040 0.299089
## weekend1 4.139e-02 1.084e-02 3.819 0.000164 ***
## holiday1 -6.286e-03 2.874e-02 -0.219 0.827009
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.08399 on 289 degrees of freedom
## Multiple R-squared: 0.2535, Adjusted R-squared: 0.2277
## F-statistic: 9.813 on 10 and 289 DF, p-value: 3.93e-14
##
## 48035
## "Bosque County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.076617 -0.020552 -0.000281 0.018506 0.157029
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.156e-01 6.732e-03 32.025 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.500e-05 1.654e-05 -0.907 0.36524
## confirmed_7dav_incidence_prop 1.377e-04 3.318e-04 0.415 0.67841
## deaths_7dav_cumulative_prop 3.702e-04 4.770e-04 0.776 0.43829
## deaths_7dav_incidence_prop -6.516e-03 4.306e-03 -1.513 0.13126
## EmergDec1 5.851e-02 1.371e-02 4.267 2.70e-05 ***
## GathRestrict1 7.242e-03 3.776e-02 0.192 0.84806
## SchoolClose1 7.157e-03 1.199e-02 0.597 0.55092
## BarRestrict1 -4.865e-03 3.456e-02 -0.141 0.88815
## PublicMask1 -4.529e-02 7.794e-03 -5.811 1.65e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.003e-02 7.591e-03 2.639 0.00877 **
## weekend1 5.163e-02 4.097e-03 12.601 < 2e-16 ***
## holiday1 3.026e-02 1.090e-02 2.777 0.00585 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03175 on 287 degrees of freedom
## Multiple R-squared: 0.6051, Adjusted R-squared: 0.5886
## F-statistic: 36.65 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48037
## "Bowie County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.086581 -0.016167 -0.002414 0.014393 0.128571
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.001e-01 5.578e-03 35.866 < 2e-16 ***
## confirmed_7dav_cumulative_prop -8.248e-06 2.087e-05 -0.395 0.69300
## confirmed_7dav_incidence_prop -2.999e-04 2.812e-04 -1.067 0.28708
## deaths_7dav_cumulative_prop 2.147e-04 5.195e-04 0.413 0.67965
## deaths_7dav_incidence_prop -5.186e-04 5.189e-03 -0.100 0.92046
## EmergDec1 5.096e-02 1.136e-02 4.485 1.06e-05 ***
## GathRestrict1 2.461e-02 3.037e-02 0.810 0.41845
## SchoolClose1 8.117e-03 6.930e-03 1.171 0.24245
## BarRestrict1 -1.931e-03 2.867e-02 -0.067 0.94634
## PublicMask1 -5.852e-02 6.596e-03 -8.872 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.655e-02 6.364e-03 2.601 0.00976 **
## weekend1 4.422e-02 3.395e-03 13.026 < 2e-16 ***
## holiday1 2.724e-02 9.000e-03 3.027 0.00269 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02631 on 287 degrees of freedom
## Multiple R-squared: 0.676, Adjusted R-squared: 0.6625
## F-statistic: 49.91 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48039
## "Brazoria County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.073657 -0.019588 -0.000143 0.014652 0.125096
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.916e-01 5.491e-03 34.887 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.620e-05 1.834e-05 0.883 0.377745
## confirmed_7dav_incidence_prop 4.576e-04 3.250e-04 1.408 0.160148
## deaths_7dav_cumulative_prop -2.168e-03 1.126e-03 -1.926 0.055121 .
## deaths_7dav_incidence_prop -2.584e-02 1.344e-02 -1.923 0.055421 .
## EmergDec1 6.279e-02 1.119e-02 5.613 4.70e-08 ***
## GathRestrict1 9.279e-02 3.164e-02 2.933 0.003633 **
## SchoolClose1 -2.141e-02 1.233e-02 -1.737 0.083483 .
## BarRestrict1 -1.548e-02 2.823e-02 -0.548 0.583826
## PublicMask1 -5.594e-02 6.438e-03 -8.688 2.86e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.206e-02 6.317e-03 3.493 0.000554 ***
## weekend1 3.067e-02 3.342e-03 9.176 < 2e-16 ***
## holiday1 2.156e-02 8.868e-03 2.431 0.015682 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0259 on 287 degrees of freedom
## Multiple R-squared: 0.7272, Adjusted R-squared: 0.7158
## F-statistic: 63.77 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48041
## "Brazos County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.061965 -0.015778 0.000084 0.012023 0.126052
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.907e-01 4.551e-03 41.911 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.520e-06 5.773e-06 0.437 0.662768
## confirmed_7dav_incidence_prop 5.933e-04 1.662e-04 3.570 0.000418 ***
## deaths_7dav_cumulative_prop -1.801e-03 5.498e-04 -3.275 0.001185 **
## deaths_7dav_incidence_prop 1.370e-02 9.519e-03 1.439 0.151303
## EmergDec1 4.388e-02 9.272e-03 4.733 3.48e-06 ***
## GathRestrict1 8.884e-02 2.506e-02 3.546 0.000457 ***
## SchoolClose1 7.373e-03 6.241e-03 1.181 0.238394
## BarRestrict1 -2.747e-02 2.352e-02 -1.168 0.243768
## PublicMask1 -3.822e-02 5.787e-03 -6.605 1.92e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.053e-02 5.507e-03 5.543 6.73e-08 ***
## weekend1 2.528e-02 2.770e-03 9.124 < 2e-16 ***
## holiday1 1.152e-02 7.381e-03 1.560 0.119800
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02147 on 287 degrees of freedom
## Multiple R-squared: 0.8014, Adjusted R-squared: 0.7931
## F-statistic: 96.53 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48043
## "Brewster County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.082466 -0.020932 0.000599 0.021465 0.136704
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.929e-01 6.899e-03 27.954 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.423e-06 2.348e-06 1.458 0.145958
## confirmed_7dav_incidence_prop 3.612e-05 3.727e-05 0.969 0.333334
## deaths_7dav_cumulative_prop -8.497e-04 2.174e-04 -3.909 0.000116 ***
## deaths_7dav_incidence_prop 3.670e-03 3.415e-03 1.075 0.283424
## EmergDec1 1.166e-02 1.406e-02 0.830 0.407351
## GathRestrict1 7.648e-03 3.738e-02 0.205 0.838050
## SchoolClose1 6.255e-03 7.516e-03 0.832 0.406016
## BarRestrict1 2.595e-02 3.541e-02 0.733 0.464265
## PublicMask1 8.365e-03 7.952e-03 1.052 0.293709
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.901e-02 7.749e-03 3.743 0.000219 ***
## weekend1 4.314e-02 4.199e-03 10.273 < 2e-16 ***
## holiday1 3.195e-02 1.114e-02 2.870 0.004416 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03254 on 287 degrees of freedom
## Multiple R-squared: 0.503, Adjusted R-squared: 0.4822
## F-statistic: 24.2 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48045
## "Briscoe County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.139898 -0.037786 -0.007159 0.038270 0.237009
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.338e-01 1.234e-02 18.952 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.383e-07 7.904e-06 -0.030 0.9760
## confirmed_7dav_incidence_prop -3.393e-05 2.102e-04 -0.161 0.8719
## deaths_7dav_cumulative_prop -6.127e-05 3.964e-04 -0.155 0.8773
## deaths_7dav_incidence_prop 2.197e-03 2.345e-03 0.937 0.3495
## EmergDec1 2.860e-02 2.514e-02 1.138 0.2561
## GathRestrict1 5.910e-02 7.045e-02 0.839 0.4023
## SchoolClose1 3.808e-02 2.521e-02 1.510 0.1321
## BarRestrict1 -5.540e-02 6.329e-02 -0.875 0.3822
## PublicMask1 -3.218e-02 1.425e-02 -2.258 0.0247 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.406e-02 1.399e-02 1.720 0.0866 .
## weekend1 3.666e-02 7.510e-03 4.881 1.76e-06 ***
## holiday1 2.373e-02 1.998e-02 1.188 0.2359
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0582 on 287 degrees of freedom
## Multiple R-squared: 0.3345, Adjusted R-squared: 0.3066
## F-statistic: 12.02 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48047
## "Brooks County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.090557 -0.020934 -0.000212 0.018757 0.105458
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.970e-01 6.987e-03 28.191 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.417e-05 7.683e-06 1.844 0.066250 .
## confirmed_7dav_incidence_prop 2.419e-04 1.117e-04 2.166 0.031165 *
## deaths_7dav_cumulative_prop -2.807e-04 9.802e-05 -2.863 0.004501 **
## deaths_7dav_incidence_prop -2.253e-03 8.985e-04 -2.507 0.012725 *
## EmergDec1 1.782e-02 1.424e-02 1.252 0.211717
## GathRestrict1 6.422e-02 3.851e-02 1.668 0.096451 .
## SchoolClose1 -2.291e-02 1.071e-02 -2.139 0.033281 *
## BarRestrict1 2.881e-02 3.586e-02 0.803 0.422404
## PublicMask1 -2.947e-02 8.060e-03 -3.656 0.000304 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.595e-02 7.874e-03 3.296 0.001105 **
## weekend1 3.540e-02 4.253e-03 8.324 3.5e-15 ***
## holiday1 3.822e-02 1.129e-02 3.385 0.000810 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03296 on 287 degrees of freedom
## Multiple R-squared: 0.5211, Adjusted R-squared: 0.5011
## F-statistic: 26.03 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48049
## "Brown County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.056667 -0.015501 -0.001143 0.011179 0.129279
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.966e-01 5.432e-03 36.181 < 2e-16 ***
## confirmed_7dav_cumulative_prop 7.988e-05 1.676e-05 4.767 2.98e-06 ***
## confirmed_7dav_incidence_prop -5.560e-05 2.034e-04 -0.273 0.784721
## deaths_7dav_cumulative_prop -2.490e-03 4.916e-04 -5.065 7.31e-07 ***
## deaths_7dav_incidence_prop -1.355e-03 3.838e-03 -0.353 0.724284
## EmergDec1 3.800e-02 1.107e-02 3.434 0.000683 ***
## GathRestrict1 4.440e-02 2.982e-02 1.489 0.137630
## SchoolClose1 3.607e-02 8.072e-03 4.468 1.14e-05 ***
## BarRestrict1 -4.118e-02 2.796e-02 -1.473 0.141916
## PublicMask1 -1.212e-02 9.451e-03 -1.282 0.200904
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 9.371e-03 6.631e-03 1.413 0.158677
## weekend1 4.055e-02 3.306e-03 12.263 < 2e-16 ***
## holiday1 3.280e-02 8.796e-03 3.728 0.000232 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02562 on 287 degrees of freedom
## Multiple R-squared: 0.6838, Adjusted R-squared: 0.6705
## F-statistic: 51.71 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48051
## "Burleson County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.075331 -0.019191 -0.001723 0.019538 0.112567
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.948e-01 6.458e-03 30.167 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.132e-05 6.600e-06 -1.716 0.087279 .
## confirmed_7dav_incidence_prop 3.401e-04 2.167e-04 1.570 0.117561
## deaths_7dav_cumulative_prop 8.267e-05 4.076e-04 0.203 0.839427
## deaths_7dav_incidence_prop 4.149e-03 2.779e-03 1.493 0.136512
## EmergDec1 4.496e-02 1.316e-02 3.417 0.000725 ***
## GathRestrict1 6.846e-03 3.540e-02 0.193 0.846813
## SchoolClose1 9.743e-03 8.816e-03 1.105 0.270035
## BarRestrict1 1.251e-02 3.315e-02 0.377 0.706263
## PublicMask1 -3.528e-02 7.473e-03 -4.720 3.69e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.231e-02 7.322e-03 1.682 0.093698 .
## weekend1 4.015e-02 3.930e-03 10.215 < 2e-16 ***
## holiday1 3.005e-02 1.042e-02 2.884 0.004223 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03046 on 287 degrees of freedom
## Multiple R-squared: 0.5433, Adjusted R-squared: 0.5242
## F-statistic: 28.45 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48053
## "Burnet County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.085827 -0.018584 -0.001184 0.015918 0.117160
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.092e-01 5.869e-03 35.649 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.539e-06 1.049e-05 0.528 0.597952
## confirmed_7dav_incidence_prop 2.126e-04 1.640e-04 1.296 0.195854
## deaths_7dav_cumulative_prop -8.962e-04 9.325e-04 -0.961 0.337336
## deaths_7dav_incidence_prop 1.591e-02 7.102e-03 2.240 0.025826 *
## EmergDec1 5.522e-02 1.196e-02 4.618 5.85e-06 ***
## GathRestrict1 5.338e-02 3.239e-02 1.648 0.100436
## SchoolClose1 1.271e-02 9.060e-03 1.402 0.161855
## BarRestrict1 -1.233e-02 3.016e-02 -0.409 0.683025
## PublicMask1 -6.124e-02 6.785e-03 -9.026 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.471e-02 6.822e-03 2.156 0.031911 *
## weekend1 4.571e-02 3.572e-03 12.796 < 2e-16 ***
## holiday1 3.610e-02 9.509e-03 3.796 0.000179 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02768 on 287 degrees of freedom
## Multiple R-squared: 0.7057, Adjusted R-squared: 0.6934
## F-statistic: 57.35 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48055
## "Caldwell County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.069698 -0.017468 0.000141 0.015489 0.091937
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.132e-01 5.299e-03 40.240 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.765e-06 5.981e-06 0.629 0.529565
## confirmed_7dav_incidence_prop 2.349e-04 1.304e-04 1.802 0.072659 .
## deaths_7dav_cumulative_prop -6.178e-04 2.835e-04 -2.179 0.030113 *
## deaths_7dav_incidence_prop -1.172e-03 2.554e-03 -0.459 0.646673
## EmergDec1 5.235e-02 1.080e-02 4.849 2.03e-06 ***
## GathRestrict1 9.161e-02 3.031e-02 3.022 0.002736 **
## SchoolClose1 -1.194e-02 1.156e-02 -1.033 0.302679
## BarRestrict1 -3.853e-02 2.725e-02 -1.414 0.158532
## PublicMask1 -3.518e-02 6.209e-03 -5.666 3.55e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.255e-02 6.236e-03 3.616 0.000354 ***
## weekend1 3.168e-02 3.225e-03 9.822 < 2e-16 ***
## holiday1 3.020e-02 8.557e-03 3.529 0.000485 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02499 on 287 degrees of freedom
## Multiple R-squared: 0.677, Adjusted R-squared: 0.6635
## F-statistic: 50.13 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48057
## "Calhoun County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.071741 -0.016146 -0.002027 0.014716 0.116046
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.950e-01 5.431e-03 35.897 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.515e-05 5.350e-06 4.700 4.04e-06 ***
## confirmed_7dav_incidence_prop -1.558e-06 7.320e-05 -0.021 0.9830
## deaths_7dav_cumulative_prop -3.250e-03 5.607e-04 -5.796 1.78e-08 ***
## deaths_7dav_incidence_prop -7.269e-03 4.784e-03 -1.520 0.1297
## EmergDec1 1.485e-02 1.107e-02 1.342 0.1808
## GathRestrict1 4.088e-02 3.027e-02 1.351 0.1779
## SchoolClose1 1.789e-02 9.218e-03 1.941 0.0532 .
## BarRestrict1 -3.463e-04 2.789e-02 -0.012 0.9901
## PublicMask1 -1.343e-02 7.078e-03 -1.898 0.0587 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.518e-02 6.147e-03 4.096 5.46e-05 ***
## weekend1 2.619e-02 3.306e-03 7.922 5.20e-14 ***
## holiday1 2.172e-02 8.763e-03 2.478 0.0138 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02562 on 287 degrees of freedom
## Multiple R-squared: 0.6108, Adjusted R-squared: 0.5945
## F-statistic: 37.53 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48059
## "Callahan County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.065398 -0.020830 -0.002337 0.016722 0.208142
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.791e-01 6.576e-03 27.234 < 2e-16 ***
## confirmed_7dav_cumulative_prop -7.418e-05 2.301e-05 -3.223 0.00141 **
## confirmed_7dav_incidence_prop 9.108e-04 4.745e-04 1.920 0.05589 .
## deaths_7dav_cumulative_prop 1.958e-03 6.629e-04 2.954 0.00340 **
## deaths_7dav_incidence_prop -5.594e-03 3.956e-03 -1.414 0.15850
## EmergDec1 6.823e-02 1.340e-02 5.093 6.39e-07 ***
## GathRestrict1 3.460e-02 3.549e-02 0.975 0.33035
## SchoolClose1 1.712e-02 6.227e-03 2.750 0.00634 **
## BarRestrict1 -5.176e-02 3.382e-02 -1.530 0.12701
## PublicMask1 -5.080e-02 8.425e-03 -6.029 5.06e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.526e-02 7.666e-03 3.295 0.00111 **
## weekend1 4.904e-02 4.003e-03 12.252 < 2e-16 ***
## holiday1 3.329e-02 1.063e-02 3.132 0.00192 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03102 on 287 degrees of freedom
## Multiple R-squared: 0.616, Adjusted R-squared: 0.6
## F-statistic: 38.37 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48061
## "Cameron County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.084943 -0.016989 0.000563 0.015532 0.117447
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.083e-01 6.109e-03 34.089 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.904e-05 1.000e-05 2.903 0.00398 **
## confirmed_7dav_incidence_prop 7.381e-05 7.990e-05 0.924 0.35640
## deaths_7dav_cumulative_prop -9.477e-04 2.477e-04 -3.826 0.00016 ***
## deaths_7dav_incidence_prop -5.202e-03 3.074e-03 -1.692 0.09172 .
## EmergDec1 5.390e-02 1.245e-02 4.330 2.06e-05 ***
## GathRestrict1 1.079e-01 3.707e-02 2.911 0.00389 **
## SchoolClose1 -1.774e-02 1.803e-02 -0.984 0.32613
## BarRestrict1 3.472e-02 3.136e-02 1.107 0.26922
## PublicMask1 -8.366e-02 7.104e-03 -11.775 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.042e-02 6.930e-03 2.946 0.00348 **
## weekend1 2.124e-02 3.719e-03 5.710 2.81e-08 ***
## holiday1 2.063e-02 9.851e-03 2.094 0.03714 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02882 on 287 degrees of freedom
## Multiple R-squared: 0.7814, Adjusted R-squared: 0.7722
## F-statistic: 85.48 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48063
## "Camp County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.069949 -0.019034 -0.001786 0.018308 0.158597
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.006e-01 6.717e-03 29.858 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.667e-05 1.691e-05 -0.986 0.325040
## confirmed_7dav_incidence_prop 1.926e-04 2.356e-04 0.817 0.414447
## deaths_7dav_cumulative_prop 3.038e-04 3.945e-04 0.770 0.441901
## deaths_7dav_incidence_prop -3.615e-03 3.070e-03 -1.178 0.239865
## EmergDec1 4.515e-02 1.369e-02 3.299 0.001091 **
## GathRestrict1 1.794e-02 3.693e-02 0.486 0.627413
## SchoolClose1 1.666e-02 9.588e-03 1.737 0.083436 .
## BarRestrict1 -1.087e-02 3.503e-02 -0.310 0.756523
## PublicMask1 -3.063e-02 8.965e-03 -3.416 0.000726 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -2.115e-03 9.816e-03 -0.215 0.829587
## weekend1 4.880e-02 4.089e-03 11.934 < 2e-16 ***
## holiday1 3.491e-02 1.088e-02 3.208 0.001488 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03168 on 287 degrees of freedom
## Multiple R-squared: 0.5435, Adjusted R-squared: 0.5244
## F-statistic: 28.48 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48065
## "Carson County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.09177 -0.02500 -0.00111 0.01950 0.15477
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.781e-01 7.752e-03 22.968 < 2e-16 ***
## confirmed_7dav_cumulative_prop 7.189e-05 1.752e-05 4.103 5.31e-05 ***
## confirmed_7dav_incidence_prop -1.005e-03 2.903e-04 -3.463 0.000616 ***
## deaths_7dav_cumulative_prop -1.238e-04 5.663e-04 -0.219 0.827145
## deaths_7dav_incidence_prop -1.171e-02 4.301e-03 -2.723 0.006866 **
## EmergDec1 1.643e-02 1.579e-02 1.040 0.299236
## GathRestrict1 -6.925e-03 4.184e-02 -0.166 0.868657
## SchoolClose1 3.585e-02 7.392e-03 4.849 2.03e-06 ***
## BarRestrict1 2.571e-02 3.978e-02 0.646 0.518700
## PublicMask1 -4.275e-02 8.988e-03 -4.757 3.12e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.673e-02 8.690e-03 3.076 0.002300 **
## weekend1 5.351e-02 4.718e-03 11.340 < 2e-16 ***
## holiday1 4.040e-02 1.254e-02 3.221 0.001423 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03657 on 287 degrees of freedom
## Multiple R-squared: 0.5604, Adjusted R-squared: 0.5421
## F-statistic: 30.49 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48067
## "Cass County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.087523 -0.017908 -0.001563 0.012598 0.203134
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.749e-01 6.608e-03 26.468 < 2e-16 ***
## confirmed_7dav_cumulative_prop -6.376e-05 4.087e-05 -1.560 0.11980
## confirmed_7dav_incidence_prop -3.069e-04 3.513e-04 -0.874 0.38302
## deaths_7dav_cumulative_prop 1.288e-03 8.374e-04 1.538 0.12511
## deaths_7dav_incidence_prop -8.558e-03 3.952e-03 -2.166 0.03116 *
## EmergDec1 6.780e-02 1.346e-02 5.036 8.42e-07 ***
## GathRestrict1 5.169e-02 3.600e-02 1.436 0.15210
## SchoolClose1 -3.459e-04 7.752e-03 -0.045 0.96444
## BarRestrict1 -2.390e-02 3.392e-02 -0.705 0.48164
## PublicMask1 -5.460e-02 7.738e-03 -7.056 1.29e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.746e-02 7.455e-03 2.342 0.01989 *
## weekend1 4.628e-02 4.022e-03 11.507 < 2e-16 ***
## holiday1 2.864e-02 1.070e-02 2.677 0.00786 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03117 on 287 degrees of freedom
## Multiple R-squared: 0.6321, Adjusted R-squared: 0.6167
## F-statistic: 41.09 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48069
## "Castro County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.090384 -0.028917 -0.005535 0.023656 0.166594
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.980e-01 8.306e-03 23.835 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.190e-06 6.961e-06 0.458 0.647132
## confirmed_7dav_incidence_prop 5.039e-04 1.639e-04 3.075 0.002306 **
## deaths_7dav_cumulative_prop -3.844e-04 3.211e-04 -1.197 0.232278
## deaths_7dav_incidence_prop 6.614e-03 2.192e-03 3.018 0.002777 **
## EmergDec1 4.319e-02 1.692e-02 2.553 0.011210 *
## GathRestrict1 6.675e-02 4.531e-02 1.473 0.141792
## SchoolClose1 2.977e-02 1.003e-02 2.970 0.003234 **
## BarRestrict1 -6.911e-02 4.271e-02 -1.618 0.106723
## PublicMask1 -3.674e-02 9.663e-03 -3.802 0.000176 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.657e-02 9.745e-03 3.753 0.000212 ***
## weekend1 3.928e-02 5.055e-03 7.770 1.4e-13 ***
## holiday1 3.494e-02 1.351e-02 2.586 0.010215 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03917 on 287 degrees of freedom
## Multiple R-squared: 0.5436, Adjusted R-squared: 0.5245
## F-statistic: 28.49 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48071
## "Chambers County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.09302 -0.01781 -0.00229 0.01582 0.15287
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.870e-01 6.196e-03 30.178 < 2e-16 ***
## confirmed_7dav_cumulative_prop -6.650e-06 7.766e-06 -0.856 0.392523
## confirmed_7dav_incidence_prop 4.608e-04 1.687e-04 2.731 0.006711 **
## deaths_7dav_cumulative_prop 8.090e-05 9.674e-04 0.084 0.933410
## deaths_7dav_incidence_prop 6.654e-03 8.082e-03 0.823 0.410989
## EmergDec1 4.979e-02 1.262e-02 3.944 0.000101 ***
## GathRestrict1 7.103e-02 3.449e-02 2.060 0.040325 *
## SchoolClose1 -5.721e-04 1.026e-02 -0.056 0.955579
## BarRestrict1 -2.161e-02 3.184e-02 -0.679 0.497980
## PublicMask1 -6.921e-02 7.189e-03 -9.627 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.651e-02 7.198e-03 2.293 0.022542 *
## weekend1 3.154e-02 3.771e-03 8.365 2.66e-15 ***
## holiday1 2.964e-02 1.000e-02 2.964 0.003292 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02923 on 287 degrees of freedom
## Multiple R-squared: 0.6324, Adjusted R-squared: 0.6171
## F-statistic: 41.15 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48073
## "Cherokee County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.059492 -0.016585 -0.000882 0.011823 0.142335
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.969e-01 5.476e-03 35.956 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.174e-05 6.038e-06 -1.945 0.052764 .
## confirmed_7dav_incidence_prop 3.065e-04 1.244e-04 2.463 0.014357 *
## deaths_7dav_cumulative_prop 2.471e-04 1.337e-04 1.848 0.065601 .
## deaths_7dav_incidence_prop 1.142e-03 4.695e-03 0.243 0.808060
## EmergDec1 4.202e-02 1.116e-02 3.766 0.000201 ***
## GathRestrict1 5.034e-02 3.143e-02 1.602 0.110361
## SchoolClose1 4.690e-03 1.198e-02 0.391 0.695767
## BarRestrict1 -2.529e-02 2.812e-02 -0.900 0.369100
## PublicMask1 -4.381e-02 6.373e-03 -6.874 3.89e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.750e-02 6.277e-03 2.788 0.005657 **
## weekend1 3.982e-02 3.333e-03 11.946 < 2e-16 ***
## holiday1 2.645e-02 8.838e-03 2.993 0.003001 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02583 on 287 degrees of freedom
## Multiple R-squared: 0.6482, Adjusted R-squared: 0.6334
## F-statistic: 44.06 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48075
## "Childress County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.094697 -0.023039 -0.003221 0.022625 0.151531
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.150e-01 7.667e-03 28.037 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.665e-06 1.008e-06 3.635 0.000329 ***
## confirmed_7dav_incidence_prop -1.334e-05 1.232e-05 -1.083 0.279811
## deaths_7dav_cumulative_prop -4.572e-04 5.806e-04 -0.788 0.431629
## deaths_7dav_incidence_prop 8.134e-03 6.323e-03 1.287 0.199283
## EmergDec1 4.322e-02 1.562e-02 2.767 0.006021 **
## GathRestrict1 4.023e-02 4.115e-02 0.978 0.329057
## SchoolClose1 2.276e-02 5.921e-03 3.843 0.000150 ***
## BarRestrict1 -4.467e-02 3.936e-02 -1.135 0.257327
## PublicMask1 -5.248e-02 8.824e-03 -5.948 7.89e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 4.554e-02 8.557e-03 5.322 2.07e-07 ***
## weekend1 4.032e-02 4.666e-03 8.642 3.95e-16 ***
## holiday1 2.353e-02 1.249e-02 1.884 0.060535 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03616 on 287 degrees of freedom
## Multiple R-squared: 0.6085, Adjusted R-squared: 0.5922
## F-statistic: 37.18 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48077
## "Clay County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.085964 -0.020629 -0.002014 0.018971 0.157645
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.809e-01 7.169e-03 25.229 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.162e-05 1.312e-05 -1.648 0.10040
## confirmed_7dav_incidence_prop 4.204e-04 1.842e-04 2.282 0.02323 *
## deaths_7dav_cumulative_prop 5.398e-04 7.429e-04 0.727 0.46804
## deaths_7dav_incidence_prop -5.373e-03 3.651e-03 -1.471 0.14227
## EmergDec1 6.102e-02 1.461e-02 4.178 3.91e-05 ***
## GathRestrict1 2.260e-02 3.866e-02 0.585 0.55921
## SchoolClose1 1.103e-02 6.457e-03 1.708 0.08874 .
## BarRestrict1 -1.340e-02 3.679e-02 -0.364 0.71602
## PublicMask1 -5.439e-02 8.259e-03 -6.585 2.17e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.998e-02 8.012e-03 4.990 1.05e-06 ***
## weekend1 5.032e-02 4.363e-03 11.532 < 2e-16 ***
## holiday1 3.818e-02 1.162e-02 3.284 0.00115 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03381 on 287 degrees of freedom
## Multiple R-squared: 0.6555, Adjusted R-squared: 0.6411
## F-statistic: 45.51 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48079
## "Cochran County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.106468 -0.029071 -0.002972 0.024864 0.231815
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.883e-01 1.007e-02 18.696 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.896e-05 9.779e-06 1.938 0.053548 .
## confirmed_7dav_incidence_prop 1.613e-04 2.139e-04 0.754 0.451465
## deaths_7dav_cumulative_prop -4.197e-04 2.696e-04 -1.557 0.120596
## deaths_7dav_incidence_prop 2.879e-03 1.816e-03 1.586 0.113951
## EmergDec1 5.339e-02 2.051e-02 2.603 0.009729 **
## GathRestrict1 -2.217e-02 5.449e-02 -0.407 0.684339
## SchoolClose1 3.359e-02 1.024e-02 3.281 0.001164 **
## BarRestrict1 -3.285e-02 5.166e-02 -0.636 0.525323
## PublicMask1 -3.900e-02 1.159e-02 -3.364 0.000873 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.441e-02 1.125e-02 3.060 0.002427 **
## weekend1 5.414e-02 6.128e-03 8.834 < 2e-16 ***
## holiday1 3.416e-02 1.630e-02 2.095 0.037020 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04749 on 287 degrees of freedom
## Multiple R-squared: 0.413, Adjusted R-squared: 0.3885
## F-statistic: 16.83 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48081
## "Coke County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.090864 -0.025060 0.000442 0.022940 0.154230
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.479e-01 8.100e-03 30.605 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.372e-06 9.021e-06 0.152 0.879227
## confirmed_7dav_incidence_prop 3.155e-04 8.153e-05 3.870 0.000135 ***
## deaths_7dav_cumulative_prop 9.190e-05 1.768e-04 0.520 0.603615
## deaths_7dav_incidence_prop -1.998e-03 1.336e-03 -1.495 0.136052
## EmergDec1 3.042e-02 1.650e-02 1.844 0.066253 .
## GathRestrict1 -5.434e-02 4.369e-02 -1.244 0.214608
## SchoolClose1 5.058e-02 7.525e-03 6.722 9.67e-11 ***
## BarRestrict1 3.721e-02 4.160e-02 0.894 0.371860
## PublicMask1 -6.675e-02 9.329e-03 -7.155 7.02e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 9.232e-03 9.113e-03 1.013 0.311839
## weekend1 5.827e-02 4.930e-03 11.819 < 2e-16 ***
## holiday1 6.596e-02 1.313e-02 5.024 8.92e-07 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0382 on 287 degrees of freedom
## Multiple R-squared: 0.6141, Adjusted R-squared: 0.5979
## F-statistic: 38.05 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48083
## "Coleman County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.072461 -0.017694 -0.002207 0.014326 0.160279
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.087e-01 6.472e-03 32.242 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.645e-05 1.103e-05 3.305 0.001072 **
## confirmed_7dav_incidence_prop 6.327e-04 1.663e-04 3.804 0.000174 ***
## deaths_7dav_cumulative_prop -1.082e-03 2.702e-04 -4.006 7.87e-05 ***
## deaths_7dav_incidence_prop -1.463e-03 1.928e-03 -0.759 0.448634
## EmergDec1 4.120e-02 1.319e-02 3.125 0.001960 **
## GathRestrict1 5.975e-02 3.487e-02 1.714 0.087680 .
## SchoolClose1 1.834e-03 6.021e-03 0.305 0.760961
## BarRestrict1 -5.707e-02 3.320e-02 -1.719 0.086723 .
## PublicMask1 -4.140e-02 7.454e-03 -5.554 6.37e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.255e-02 7.225e-03 4.505 9.69e-06 ***
## weekend1 4.030e-02 3.940e-03 10.230 < 2e-16 ***
## holiday1 3.665e-02 1.046e-02 3.503 0.000533 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03053 on 287 degrees of freedom
## Multiple R-squared: 0.5782, Adjusted R-squared: 0.5606
## F-statistic: 32.79 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48085
## "Collin County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.07130 -0.01861 0.00118 0.01616 0.14407
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.075e-01 5.920e-03 35.048 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.709e-04 4.534e-05 3.770 0.000198 ***
## confirmed_7dav_incidence_prop 4.247e-04 3.021e-04 1.406 0.160888
## deaths_7dav_cumulative_prop -1.966e-02 4.696e-03 -4.186 3.77e-05 ***
## deaths_7dav_incidence_prop -4.383e-02 4.093e-02 -1.071 0.285093
## EmergDec1 1.562e-01 1.206e-02 12.953 < 2e-16 ***
## GathRestrict1 4.771e-02 3.226e-02 1.479 0.140279
## SchoolClose1 4.103e-02 7.157e-03 5.732 2.51e-08 ***
## BarRestrict1 -3.190e-02 3.046e-02 -1.047 0.295860
## PublicMask1 -5.649e-02 9.693e-03 -5.828 1.50e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 4.777e-02 6.764e-03 7.062 1.24e-11 ***
## weekend1 1.009e-02 3.603e-03 2.800 0.005456 **
## holiday1 1.516e-02 9.559e-03 1.586 0.113829
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02792 on 287 degrees of freedom
## Multiple R-squared: 0.8627, Adjusted R-squared: 0.857
## F-statistic: 150.3 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48087
## "Collingsworth County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.084304 -0.029262 -0.003606 0.027675 0.130102
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.928e-01 8.799e-03 21.907 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.222e-05 1.645e-05 0.743 0.4580
## confirmed_7dav_incidence_prop -4.510e-05 9.559e-05 -0.472 0.6374
## deaths_7dav_cumulative_prop -4.808e-04 6.378e-04 -0.754 0.4515
## deaths_7dav_incidence_prop 5.191e-03 3.229e-03 1.608 0.1090
## EmergDec1 2.747e-02 1.793e-02 1.532 0.1265
## GathRestrict1 1.344e-02 4.750e-02 0.283 0.7774
## SchoolClose1 1.924e-02 8.897e-03 2.162 0.0314 *
## BarRestrict1 -2.112e-02 4.520e-02 -0.467 0.6406
## PublicMask1 -2.842e-02 1.029e-02 -2.763 0.0061 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 5.124e-02 9.908e-03 5.172 4.35e-07 ***
## weekend1 4.350e-02 5.358e-03 8.118 1.41e-14 ***
## holiday1 6.190e-02 1.427e-02 4.337 2.00e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0415 on 287 degrees of freedom
## Multiple R-squared: 0.4863, Adjusted R-squared: 0.4648
## F-statistic: 22.64 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48089
## "Colorado County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.086250 -0.017858 0.000039 0.015819 0.137011
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.966e-01 5.880e-03 33.442 < 2e-16 ***
## confirmed_7dav_cumulative_prop -9.459e-06 9.617e-06 -0.984 0.326108
## confirmed_7dav_incidence_prop 5.162e-04 1.648e-04 3.131 0.001919 **
## deaths_7dav_cumulative_prop -3.973e-04 8.709e-04 -0.456 0.648592
## deaths_7dav_incidence_prop 5.581e-04 4.721e-03 0.118 0.905987
## EmergDec1 3.441e-02 1.198e-02 2.873 0.004375 **
## GathRestrict1 5.517e-02 3.228e-02 1.709 0.088463 .
## SchoolClose1 -5.340e-03 8.366e-03 -0.638 0.523752
## BarRestrict1 -2.040e-02 3.020e-02 -0.676 0.499828
## PublicMask1 -4.313e-02 6.850e-03 -6.295 1.15e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.901e-02 6.702e-03 2.836 0.004897 **
## weekend1 4.617e-02 3.579e-03 12.903 < 2e-16 ***
## holiday1 3.509e-02 9.477e-03 3.702 0.000256 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02773 on 287 degrees of freedom
## Multiple R-squared: 0.6289, Adjusted R-squared: 0.6134
## F-statistic: 40.53 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48091
## "Comal County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.080138 -0.016119 -0.001846 0.014572 0.129452
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.160e-01 6.026e-03 35.841 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.593e-05 2.442e-05 0.652 0.51472
## confirmed_7dav_incidence_prop 3.572e-04 4.008e-04 0.891 0.37352
## deaths_7dav_cumulative_prop -1.240e-03 7.212e-04 -1.720 0.08651 .
## deaths_7dav_incidence_prop 4.589e-03 6.565e-03 0.699 0.48509
## EmergDec1 8.894e-02 1.228e-02 7.245 4.02e-12 ***
## GathRestrict1 9.809e-02 3.443e-02 2.849 0.00471 **
## SchoolClose1 -1.181e-02 1.265e-02 -0.933 0.35144
## BarRestrict1 -3.770e-02 3.098e-02 -1.217 0.22468
## PublicMask1 -7.774e-02 7.065e-03 -11.003 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.449e-02 7.083e-03 4.870 1.84e-06 ***
## weekend1 3.362e-02 3.668e-03 9.168 < 2e-16 ***
## holiday1 3.080e-02 9.731e-03 3.165 0.00172 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02842 on 287 degrees of freedom
## Multiple R-squared: 0.7961, Adjusted R-squared: 0.7875
## F-statistic: 93.36 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48093
## "Comanche County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.076353 -0.019728 -0.001256 0.015889 0.175898
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.841e-01 6.360e-03 28.952 < 2e-16 ***
## confirmed_7dav_cumulative_prop -8.310e-06 6.858e-06 -1.212 0.22666
## confirmed_7dav_incidence_prop 5.337e-04 1.345e-04 3.969 9.12e-05 ***
## deaths_7dav_cumulative_prop 4.570e-04 5.695e-04 0.803 0.42289
## deaths_7dav_incidence_prop -4.060e-03 3.091e-03 -1.313 0.19012
## EmergDec1 6.356e-02 1.296e-02 4.905 1.56e-06 ***
## GathRestrict1 2.160e-02 3.445e-02 0.627 0.53111
## SchoolClose1 1.706e-02 7.122e-03 2.396 0.01722 *
## BarRestrict1 -3.278e-02 3.264e-02 -1.005 0.31597
## PublicMask1 -5.808e-02 8.263e-03 -7.029 1.52e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 8.240e-03 7.124e-03 1.157 0.24833
## weekend1 3.878e-02 3.871e-03 10.020 < 2e-16 ***
## holiday1 2.904e-02 1.029e-02 2.823 0.00509 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03 on 287 degrees of freedom
## Multiple R-squared: 0.5659, Adjusted R-squared: 0.5477
## F-statistic: 31.18 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48095
## "Concho County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.13260 -0.02965 0.00003 0.02774 0.33217
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.222e-01 1.086e-02 20.464 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.523e-06 7.887e-06 0.447 0.6554
## confirmed_7dav_incidence_prop -4.612e-05 7.180e-05 -0.642 0.5212
## deaths_7dav_cumulative_prop -1.640e-04 3.686e-04 -0.445 0.6568
## deaths_7dav_incidence_prop 2.590e-03 2.553e-03 1.014 0.3112
## EmergDec1 4.307e-02 2.212e-02 1.947 0.0525 .
## GathRestrict1 9.209e-02 5.911e-02 1.558 0.1203
## SchoolClose1 1.714e-03 1.274e-02 0.135 0.8930
## BarRestrict1 -7.377e-02 5.569e-02 -1.325 0.1863
## PublicMask1 -6.683e-02 1.251e-02 -5.342 1.88e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.724e-02 1.216e-02 1.417 0.1575
## weekend1 4.798e-02 6.608e-03 7.261 3.62e-12 ***
## holiday1 4.007e-02 1.751e-02 2.288 0.0229 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05121 on 287 degrees of freedom
## Multiple R-squared: 0.3703, Adjusted R-squared: 0.344
## F-statistic: 14.07 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48097
## "Cooke County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.086067 -0.017950 -0.002122 0.016627 0.144026
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.964e-01 5.931e-03 33.112 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.578e-05 1.762e-05 -1.463 0.144467
## confirmed_7dav_incidence_prop 5.826e-04 1.671e-04 3.487 0.000565 ***
## deaths_7dav_cumulative_prop 1.382e-04 9.926e-04 0.139 0.889327
## deaths_7dav_incidence_prop 9.563e-03 6.473e-03 1.477 0.140683
## EmergDec1 6.726e-02 1.208e-02 5.566 5.97e-08 ***
## GathRestrict1 1.332e-03 3.214e-02 0.041 0.966960
## SchoolClose1 1.031e-02 6.144e-03 1.677 0.094586 .
## BarRestrict1 4.163e-03 3.043e-02 0.137 0.891285
## PublicMask1 -4.143e-02 6.859e-03 -6.039 4.79e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.164e-02 6.653e-03 3.252 0.001282 **
## weekend1 3.837e-02 3.610e-03 10.629 < 2e-16 ***
## holiday1 2.913e-02 9.614e-03 3.030 0.002672 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02797 on 287 degrees of freedom
## Multiple R-squared: 0.6486, Adjusted R-squared: 0.6339
## F-statistic: 44.14 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48099
## "Coryell County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.064336 -0.016140 -0.001336 0.013523 0.109901
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.258e-01 5.303e-03 42.567 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.750e-05 1.340e-05 1.306 0.1927
## confirmed_7dav_incidence_prop 7.669e-05 8.098e-05 0.947 0.3444
## deaths_7dav_cumulative_prop -3.830e-03 2.222e-03 -1.724 0.0858 .
## deaths_7dav_incidence_prop 8.323e-03 1.188e-02 0.700 0.4842
## EmergDec1 4.518e-02 1.080e-02 4.181 3.85e-05 ***
## GathRestrict1 1.939e-02 2.878e-02 0.674 0.5010
## SchoolClose1 9.522e-03 6.188e-03 1.539 0.1250
## BarRestrict1 1.352e-02 2.723e-02 0.497 0.6198
## PublicMask1 -4.149e-02 6.344e-03 -6.541 2.80e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.141e-02 6.054e-03 5.188 4.02e-07 ***
## weekend1 4.274e-02 3.228e-03 13.240 < 2e-16 ***
## holiday1 4.015e-02 8.581e-03 4.679 4.44e-06 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02502 on 287 degrees of freedom
## Multiple R-squared: 0.7371, Adjusted R-squared: 0.7261
## F-statistic: 67.04 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48101
## "Cottle County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.135369 -0.033916 -0.003003 0.030924 0.211021
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.416e-01 1.065e-02 22.677 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.688e-05 1.178e-05 -1.432 0.15317
## confirmed_7dav_incidence_prop 4.538e-04 1.650e-04 2.751 0.00632 **
## deaths_7dav_cumulative_prop -3.228e-05 2.069e-04 -0.156 0.87610
## deaths_7dav_incidence_prop -1.050e-04 9.541e-04 -0.110 0.91241
## EmergDec1 2.152e-02 2.170e-02 0.992 0.32221
## GathRestrict1 2.908e-03 5.768e-02 0.050 0.95983
## SchoolClose1 2.621e-02 1.140e-02 2.300 0.02219 *
## BarRestrict1 -6.486e-03 5.478e-02 -0.118 0.90582
## PublicMask1 -1.339e-02 1.515e-02 -0.883 0.37773
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 5.431e-02 1.279e-02 4.247 2.93e-05 ***
## weekend1 2.954e-02 6.483e-03 4.556 7.71e-06 ***
## holiday1 1.449e-02 1.718e-02 0.843 0.39987
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05025 on 287 degrees of freedom
## Multiple R-squared: 0.4937, Adjusted R-squared: 0.4725
## F-statistic: 23.32 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48103
## "Crane County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.11653 -0.02610 -0.00010 0.02342 0.11622
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.855e-01 7.786e-03 23.822 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.508e-05 6.521e-06 2.312 0.02149 *
## confirmed_7dav_incidence_prop 6.486e-05 6.138e-05 1.057 0.29155
## deaths_7dav_cumulative_prop -2.762e-04 1.681e-04 -1.644 0.10135
## deaths_7dav_incidence_prop -5.067e-04 1.623e-03 -0.312 0.75509
## EmergDec1 3.782e-02 1.586e-02 2.384 0.01778 *
## GathRestrict1 -1.436e-02 4.194e-02 -0.342 0.73232
## SchoolClose1 4.527e-02 6.625e-03 6.833 4.98e-11 ***
## BarRestrict1 1.440e-02 3.999e-02 0.360 0.71893
## PublicMask1 -4.356e-02 8.994e-03 -4.843 2.09e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 7.865e-04 8.841e-03 0.089 0.92917
## weekend1 3.853e-02 4.739e-03 8.130 1.30e-14 ***
## holiday1 3.523e-02 1.259e-02 2.798 0.00549 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03673 on 287 degrees of freedom
## Multiple R-squared: 0.4918, Adjusted R-squared: 0.4705
## F-statistic: 23.14 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48105
## "Crockett County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.082065 -0.023086 -0.002595 0.022073 0.128943
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.877e-01 7.547e-03 24.874 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.174e-06 3.062e-06 0.383 0.701697
## confirmed_7dav_incidence_prop 7.604e-05 3.257e-05 2.334 0.020263 *
## deaths_7dav_cumulative_prop -7.484e-05 7.735e-05 -0.968 0.334092
## deaths_7dav_incidence_prop 1.633e-03 1.438e-03 1.135 0.257310
## EmergDec1 5.593e-02 1.537e-02 3.638 0.000326 ***
## GathRestrict1 3.936e-03 4.216e-02 0.093 0.925699
## SchoolClose1 1.234e-02 1.307e-02 0.944 0.345890
## BarRestrict1 -4.264e-02 3.871e-02 -1.102 0.271562
## PublicMask1 -2.504e-02 8.697e-03 -2.879 0.004293 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.908e-02 8.486e-03 2.249 0.025272 *
## weekend1 4.328e-02 4.593e-03 9.423 < 2e-16 ***
## holiday1 1.627e-02 1.220e-02 1.334 0.183136
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0356 on 287 degrees of freedom
## Multiple R-squared: 0.4281, Adjusted R-squared: 0.4042
## F-statistic: 17.9 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48107
## "Crosby County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.116650 -0.027774 -0.002976 0.027973 0.191403
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.828e-01 8.768e-03 20.855 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.129e-05 1.528e-05 -1.394 0.164543
## confirmed_7dav_incidence_prop -1.884e-05 2.353e-04 -0.080 0.936250
## deaths_7dav_cumulative_prop 2.703e-04 1.257e-04 2.150 0.032364 *
## deaths_7dav_incidence_prop -2.621e-03 1.460e-03 -1.795 0.073778 .
## EmergDec1 5.995e-02 1.786e-02 3.356 0.000897 ***
## GathRestrict1 -6.207e-02 4.923e-02 -1.261 0.208388
## SchoolClose1 2.565e-04 1.611e-02 0.016 0.987304
## BarRestrict1 5.895e-02 4.504e-02 1.309 0.191596
## PublicMask1 -1.127e-02 1.014e-02 -1.111 0.267505
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.432e-02 1.018e-02 2.389 0.017552 *
## weekend1 5.548e-02 5.337e-03 10.396 < 2e-16 ***
## holiday1 4.782e-02 1.419e-02 3.371 0.000853 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04136 on 287 degrees of freedom
## Multiple R-squared: 0.4286, Adjusted R-squared: 0.4047
## F-statistic: 17.94 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48109
## "Culberson County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.10282 -0.03072 -0.00301 0.02755 0.11720
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.770e-01 9.394e-03 18.841 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.190e-06 2.209e-06 0.992 0.322263
## confirmed_7dav_incidence_prop 1.126e-05 6.113e-05 0.184 0.853945
## deaths_7dav_cumulative_prop -1.457e-04 2.487e-04 -0.586 0.558425
## deaths_7dav_incidence_prop 7.673e-04 1.578e-03 0.486 0.627255
## EmergDec1 9.622e-04 1.914e-02 0.050 0.959941
## GathRestrict1 4.783e-02 5.347e-02 0.895 0.371787
## SchoolClose1 -2.250e-03 1.973e-02 -0.114 0.909279
## BarRestrict1 -9.975e-03 4.820e-02 -0.207 0.836200
## PublicMask1 -1.095e-02 1.083e-02 -1.012 0.312565
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -2.224e-02 1.055e-02 -2.107 0.035964 *
## weekend1 1.950e-02 5.718e-03 3.410 0.000742 ***
## holiday1 4.104e-03 1.517e-02 0.271 0.786945
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04431 on 287 degrees of freedom
## Multiple R-squared: 0.0824, Adjusted R-squared: 0.04403
## F-statistic: 2.148 on 12 and 287 DF, p-value: 0.01433
##
## 48111
## "Dallam County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.093599 -0.021355 -0.000616 0.020375 0.102166
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.157e-01 6.878e-03 31.359 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.947e-05 4.805e-06 6.133 2.85e-09 ***
## confirmed_7dav_incidence_prop -3.479e-04 1.171e-04 -2.971 0.003221 **
## deaths_7dav_cumulative_prop -1.002e-03 1.435e-04 -6.983 2.01e-11 ***
## deaths_7dav_incidence_prop 1.435e-03 1.341e-03 1.070 0.285582
## EmergDec1 3.660e-02 1.401e-02 2.612 0.009477 **
## GathRestrict1 7.026e-02 3.752e-02 1.873 0.062152 .
## SchoolClose1 1.515e-02 8.627e-03 1.757 0.080056 .
## BarRestrict1 -6.927e-02 3.531e-02 -1.961 0.050789 .
## PublicMask1 -8.435e-03 8.061e-03 -1.046 0.296293
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.857e-02 7.871e-03 3.629 0.000337 ***
## weekend1 3.580e-02 4.187e-03 8.552 7.35e-16 ***
## holiday1 7.539e-03 1.115e-02 0.676 0.499370
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03244 on 287 degrees of freedom
## Multiple R-squared: 0.5479, Adjusted R-squared: 0.529
## F-statistic: 28.98 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48113
## "Dallas County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.06249 -0.01575 0.00003 0.01422 0.08881
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.279e-01 4.799e-03 47.487 < 2e-16 ***
## confirmed_7dav_cumulative_prop 7.471e-05 1.894e-05 3.943 0.000101 ***
## confirmed_7dav_incidence_prop -9.555e-05 1.871e-04 -0.511 0.610028
## deaths_7dav_cumulative_prop -6.918e-03 1.535e-03 -4.507 9.60e-06 ***
## deaths_7dav_incidence_prop -2.627e-02 2.005e-02 -1.310 0.191118
## EmergDec1 9.593e-02 9.776e-03 9.813 < 2e-16 ***
## GathRestrict1 3.755e-02 2.624e-02 1.431 0.153480
## SchoolClose1 1.383e-02 6.531e-03 2.117 0.035123 *
## BarRestrict1 1.442e-02 2.490e-02 0.579 0.562949
## PublicMask1 -2.761e-02 7.741e-03 -3.567 0.000423 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.114e-02 5.582e-03 3.788 0.000185 ***
## weekend1 1.403e-02 2.921e-03 4.801 2.54e-06 ***
## holiday1 1.584e-02 7.762e-03 2.041 0.042158 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02263 on 287 degrees of freedom
## Multiple R-squared: 0.8251, Adjusted R-squared: 0.8178
## F-statistic: 112.8 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48115
## "Dawson County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.083792 -0.020732 -0.000934 0.018202 0.161015
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.909e-01 7.066e-03 27.015 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.708e-05 5.550e-06 3.077 0.002296 **
## confirmed_7dav_incidence_prop -4.132e-04 1.180e-04 -3.503 0.000533 ***
## deaths_7dav_cumulative_prop -5.233e-04 1.732e-04 -3.022 0.002742 **
## deaths_7dav_incidence_prop -1.293e-04 1.686e-03 -0.077 0.938954
## EmergDec1 4.649e-02 1.440e-02 3.230 0.001384 **
## GathRestrict1 3.697e-02 3.818e-02 0.968 0.333641
## SchoolClose1 3.718e-03 7.069e-03 0.526 0.599379
## BarRestrict1 -3.804e-03 3.626e-02 -0.105 0.916535
## PublicMask1 -4.397e-02 8.153e-03 -5.393 1.45e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.684e-02 7.934e-03 2.123 0.034617 *
## weekend1 3.983e-02 4.301e-03 9.260 < 2e-16 ***
## holiday1 2.169e-02 1.145e-02 1.895 0.059097 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03333 on 287 degrees of freedom
## Multiple R-squared: 0.5117, Adjusted R-squared: 0.4913
## F-statistic: 25.07 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48117
## "Deaf Smith County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.082323 -0.021566 -0.003794 0.019544 0.139302
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.950e-01 6.763e-03 28.840 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.361e-05 5.602e-06 -2.430 0.01571 *
## confirmed_7dav_incidence_prop 2.506e-06 5.796e-05 0.043 0.96554
## deaths_7dav_cumulative_prop 5.224e-04 1.904e-04 2.744 0.00645 **
## deaths_7dav_incidence_prop 1.378e-04 1.796e-03 0.077 0.93890
## EmergDec1 5.271e-02 1.378e-02 3.826 0.00016 ***
## GathRestrict1 1.127e-01 3.786e-02 2.976 0.00316 **
## SchoolClose1 -3.909e-03 1.152e-02 -0.339 0.73463
## BarRestrict1 -8.905e-02 3.508e-02 -2.538 0.01167 *
## PublicMask1 -5.227e-02 8.481e-03 -6.163 2.42e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.125e-02 9.517e-03 3.284 0.00115 **
## weekend1 3.491e-02 4.116e-03 8.480 1.21e-15 ***
## holiday1 2.363e-02 1.096e-02 2.157 0.03183 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0319 on 287 degrees of freedom
## Multiple R-squared: 0.5448, Adjusted R-squared: 0.5257
## F-statistic: 28.62 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48119
## "Delta County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.09340 -0.02258 -0.00312 0.02236 0.18063
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.925e-01 7.353e-03 26.182 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.188e-05 1.728e-05 2.424 0.01596 *
## confirmed_7dav_incidence_prop -3.686e-04 5.734e-04 -0.643 0.52082
## deaths_7dav_cumulative_prop 4.535e-05 4.284e-04 0.106 0.91577
## deaths_7dav_incidence_prop 4.296e-03 3.979e-03 1.080 0.28123
## EmergDec1 9.021e-02 1.498e-02 6.022 5.25e-09 ***
## GathRestrict1 5.578e-02 3.999e-02 1.395 0.16412
## SchoolClose1 2.781e-02 8.468e-03 3.284 0.00115 **
## BarRestrict1 -9.217e-02 3.780e-02 -2.438 0.01537 *
## PublicMask1 -5.302e-02 8.478e-03 -6.254 1.44e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.836e-02 8.268e-03 2.220 0.02720 *
## weekend1 3.599e-02 4.475e-03 8.042 2.34e-14 ***
## holiday1 3.300e-02 1.204e-02 2.742 0.00650 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03468 on 287 degrees of freedom
## Multiple R-squared: 0.5379, Adjusted R-squared: 0.5186
## F-statistic: 27.84 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48121
## "Denton County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.077663 -0.019349 -0.000878 0.015831 0.148558
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.012e-01 5.936e-03 33.893 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.067e-05 3.366e-05 1.505 0.1334
## confirmed_7dav_incidence_prop 2.407e-04 5.439e-04 0.443 0.6584
## deaths_7dav_cumulative_prop -6.369e-03 2.670e-03 -2.386 0.0177 *
## deaths_7dav_incidence_prop 1.554e-02 2.876e-02 0.540 0.5893
## EmergDec1 1.259e-01 1.209e-02 10.407 < 2e-16 ***
## GathRestrict1 5.997e-02 3.266e-02 1.836 0.0674 .
## SchoolClose1 2.133e-02 8.563e-03 2.491 0.0133 *
## BarRestrict1 -1.754e-02 3.051e-02 -0.575 0.5658
## PublicMask1 -7.657e-02 7.436e-03 -10.297 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 4.299e-02 6.887e-03 6.242 1.55e-09 ***
## weekend1 1.741e-02 3.614e-03 4.819 2.35e-06 ***
## holiday1 2.036e-02 9.577e-03 2.126 0.0344 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.028 on 287 degrees of freedom
## Multiple R-squared: 0.8452, Adjusted R-squared: 0.8388
## F-statistic: 130.6 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48123
## "DeWitt County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.066391 -0.017867 -0.002118 0.015226 0.121671
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.858e-01 5.748e-03 32.334 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.559e-06 6.953e-06 0.224 0.82272
## confirmed_7dav_incidence_prop 2.247e-04 7.479e-05 3.005 0.00289 **
## deaths_7dav_cumulative_prop -1.819e-04 1.473e-04 -1.235 0.21772
## deaths_7dav_incidence_prop 1.259e-03 1.918e-03 0.656 0.51223
## EmergDec1 2.135e-02 1.171e-02 1.823 0.06927 .
## GathRestrict1 6.433e-02 3.321e-02 1.937 0.05372 .
## SchoolClose1 7.831e-03 1.299e-02 0.603 0.54707
## BarRestrict1 -3.015e-02 2.950e-02 -1.022 0.30773
## PublicMask1 -1.643e-02 6.637e-03 -2.476 0.01388 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.957e-02 6.531e-03 2.997 0.00296 **
## weekend1 3.842e-02 3.499e-03 10.981 < 2e-16 ***
## holiday1 4.006e-02 9.288e-03 4.313 2.22e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02711 on 287 degrees of freedom
## Multiple R-squared: 0.5998, Adjusted R-squared: 0.583
## F-statistic: 35.84 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48125
## "Dickens County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.139966 -0.032701 -0.002617 0.027345 0.235033
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.523e-01 1.082e-02 23.323 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.862e-05 6.762e-06 -5.711 2.81e-08 ***
## confirmed_7dav_incidence_prop -5.279e-06 1.261e-04 -0.042 0.96665
## deaths_7dav_cumulative_prop 2.483e-04 1.383e-04 1.795 0.07375 .
## deaths_7dav_incidence_prop -2.572e-03 1.302e-03 -1.975 0.04918 *
## EmergDec1 -2.162e-02 2.204e-02 -0.981 0.32745
## GathRestrict1 -5.527e-02 5.842e-02 -0.946 0.34491
## SchoolClose1 4.991e-03 1.108e-02 0.451 0.65260
## BarRestrict1 1.012e-01 5.552e-02 1.823 0.06930 .
## PublicMask1 3.517e-02 1.245e-02 2.824 0.00508 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 4.990e-02 1.207e-02 4.133 4.71e-05 ***
## weekend1 4.281e-02 6.585e-03 6.501 3.53e-10 ***
## holiday1 3.240e-02 1.753e-02 1.848 0.06566 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05103 on 287 degrees of freedom
## Multiple R-squared: 0.4723, Adjusted R-squared: 0.4502
## F-statistic: 21.4 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48127
## "Dimmit County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.128932 -0.020959 -0.000554 0.019720 0.116212
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.109e-01 6.533e-03 32.276 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.550e-06 6.338e-06 0.560 0.575869
## confirmed_7dav_incidence_prop 1.757e-04 1.247e-04 1.409 0.159897
## deaths_7dav_cumulative_prop -6.330e-04 2.399e-04 -2.638 0.008792 **
## deaths_7dav_incidence_prop 7.148e-03 2.900e-03 2.464 0.014314 *
## EmergDec1 5.989e-02 1.331e-02 4.500 9.89e-06 ***
## GathRestrict1 1.073e-02 3.592e-02 0.299 0.765261
## SchoolClose1 -1.080e-02 9.563e-03 -1.129 0.259841
## BarRestrict1 3.137e-02 3.352e-02 0.936 0.350108
## PublicMask1 -2.795e-02 7.525e-03 -3.714 0.000245 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 4.370e-03 7.321e-03 0.597 0.551074
## weekend1 2.951e-02 3.977e-03 7.422 1.32e-12 ***
## holiday1 1.887e-02 1.054e-02 1.791 0.074425 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03082 on 287 degrees of freedom
## Multiple R-squared: 0.4775, Adjusted R-squared: 0.4556
## F-statistic: 21.85 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48129
## "Donley County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.116270 -0.027001 0.000847 0.021301 0.180709
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.860e-01 7.892e-03 23.572 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.963e-07 5.929e-06 -0.067 0.946756
## confirmed_7dav_incidence_prop 9.945e-04 1.820e-04 5.464 1.01e-07 ***
## deaths_7dav_cumulative_prop -1.027e-03 2.833e-04 -3.625 0.000342 ***
## deaths_7dav_incidence_prop 6.340e-03 1.798e-03 3.525 0.000492 ***
## EmergDec1 3.589e-02 1.608e-02 2.232 0.026375 *
## GathRestrict1 3.597e-02 4.265e-02 0.843 0.399684
## SchoolClose1 1.743e-02 8.229e-03 2.119 0.034984 *
## BarRestrict1 -3.691e-02 4.060e-02 -0.909 0.364059
## PublicMask1 -2.635e-02 9.844e-03 -2.677 0.007854 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.489e-02 8.839e-03 3.947 9.94e-05 ***
## weekend1 5.264e-02 4.804e-03 10.959 < 2e-16 ***
## holiday1 3.400e-02 1.275e-02 2.667 0.008095 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03723 on 287 degrees of freedom
## Multiple R-squared: 0.6141, Adjusted R-squared: 0.598
## F-statistic: 38.06 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48131
## "Duval County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.106585 -0.020111 -0.000846 0.020690 0.142444
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.181e-01 6.999e-03 31.165 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.181e-05 7.831e-06 1.508 0.1326
## confirmed_7dav_incidence_prop 4.344e-05 9.843e-05 0.441 0.6593
## deaths_7dav_cumulative_prop -4.375e-04 1.760e-04 -2.486 0.0135 *
## deaths_7dav_incidence_prop 8.076e-04 1.887e-03 0.428 0.6690
## EmergDec1 2.375e-02 1.426e-02 1.665 0.0969 .
## GathRestrict1 1.588e-01 3.830e-02 4.148 4.43e-05 ***
## SchoolClose1 -5.389e-03 9.691e-03 -0.556 0.5786
## BarRestrict1 -7.977e-02 3.598e-02 -2.217 0.0274 *
## PublicMask1 -4.977e-02 8.091e-03 -6.150 2.59e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.112e-02 7.890e-03 1.409 0.1598
## weekend1 2.583e-02 4.260e-03 6.062 4.22e-09 ***
## holiday1 1.279e-02 1.142e-02 1.119 0.2640
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03301 on 287 degrees of freedom
## Multiple R-squared: 0.5067, Adjusted R-squared: 0.486
## F-statistic: 24.56 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48133
## "Eastland County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.065504 -0.014087 -0.001338 0.014975 0.116895
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.035e-01 5.221e-03 38.972 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.269e-05 1.631e-05 -1.391 0.165367
## confirmed_7dav_incidence_prop 6.203e-04 4.294e-04 1.445 0.149653
## deaths_7dav_cumulative_prop 3.765e-04 5.243e-04 0.718 0.473351
## deaths_7dav_incidence_prop -6.887e-03 3.604e-03 -1.911 0.056998 .
## EmergDec1 3.766e-02 1.064e-02 3.540 0.000467 ***
## GathRestrict1 4.103e-02 2.833e-02 1.448 0.148662
## SchoolClose1 1.398e-02 5.705e-03 2.450 0.014869 *
## BarRestrict1 -3.965e-02 2.679e-02 -1.480 0.140021
## PublicMask1 -3.886e-02 6.016e-03 -6.459 4.51e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.501e-02 5.847e-03 4.277 2.58e-05 ***
## weekend1 3.811e-02 3.178e-03 11.990 < 2e-16 ***
## holiday1 2.428e-02 8.454e-03 2.873 0.004376 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02463 on 287 degrees of freedom
## Multiple R-squared: 0.6833, Adjusted R-squared: 0.67
## F-statistic: 51.59 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48135
## "Ector County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.054593 -0.015498 0.000146 0.011518 0.142026
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.036e-01 5.228e-03 38.943 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.359e-05 1.858e-05 2.346 0.01967 *
## confirmed_7dav_incidence_prop 6.330e-05 1.932e-04 0.328 0.74339
## deaths_7dav_cumulative_prop -1.479e-03 5.620e-04 -2.631 0.00898 **
## deaths_7dav_incidence_prop -3.139e-04 6.404e-03 -0.049 0.96094
## EmergDec1 5.067e-02 1.065e-02 4.757 3.12e-06 ***
## GathRestrict1 3.745e-02 2.907e-02 1.288 0.19863
## SchoolClose1 2.681e-02 8.972e-03 2.989 0.00304 **
## BarRestrict1 -3.712e-02 2.684e-02 -1.383 0.16782
## PublicMask1 -4.348e-02 6.056e-03 -7.180 6.01e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.871e-02 5.991e-03 4.792 2.66e-06 ***
## weekend1 3.290e-02 3.182e-03 10.340 < 2e-16 ***
## holiday1 2.472e-02 8.443e-03 2.928 0.00368 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02466 on 287 degrees of freedom
## Multiple R-squared: 0.6688, Adjusted R-squared: 0.655
## F-statistic: 48.3 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48137
## "Edwards County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.145740 -0.032018 -0.002465 0.028025 0.172274
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.319e-01 1.017e-02 22.807 < 2e-16 ***
## confirmed_7dav_cumulative_prop -5.263e-07 6.045e-06 -0.087 0.9307
## confirmed_7dav_incidence_prop 5.973e-05 7.797e-05 0.766 0.4443
## deaths_7dav_cumulative_prop -2.154e-04 1.943e-04 -1.109 0.2685
## deaths_7dav_incidence_prop -1.138e-03 1.866e-03 -0.610 0.5426
## EmergDec1 1.266e-02 2.072e-02 0.611 0.5415
## GathRestrict1 1.211e-02 5.511e-02 0.220 0.8263
## SchoolClose1 1.840e-02 1.077e-02 1.708 0.0887 .
## BarRestrict1 7.804e-03 5.216e-02 0.150 0.8812
## PublicMask1 -1.970e-02 1.171e-02 -1.683 0.0935 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 5.233e-02 1.136e-02 4.606 6.18e-06 ***
## weekend1 5.476e-02 6.190e-03 8.848 < 2e-16 ***
## holiday1 3.680e-02 1.641e-02 2.242 0.0257 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04797 on 287 degrees of freedom
## Multiple R-squared: 0.4884, Adjusted R-squared: 0.467
## F-statistic: 22.83 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48139
## "Ellis County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.083394 -0.018233 -0.001208 0.016536 0.156281
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.902e-01 6.014e-03 31.628 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.248e-06 1.612e-05 0.388 0.698641
## confirmed_7dav_incidence_prop 4.480e-04 1.736e-04 2.580 0.010372 *
## deaths_7dav_cumulative_prop -1.015e-03 8.580e-04 -1.183 0.237623
## deaths_7dav_incidence_prop -3.240e-04 9.393e-03 -0.034 0.972506
## EmergDec1 9.299e-02 1.225e-02 7.590 4.5e-13 ***
## GathRestrict1 4.769e-02 3.404e-02 1.401 0.162315
## SchoolClose1 1.618e-02 1.118e-02 1.447 0.149091
## BarRestrict1 -2.014e-02 3.090e-02 -0.652 0.515034
## PublicMask1 -7.097e-02 7.349e-03 -9.656 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.576e-02 6.938e-03 3.712 0.000247 ***
## weekend1 3.273e-02 3.660e-03 8.941 < 2e-16 ***
## holiday1 2.689e-02 9.742e-03 2.760 0.006150 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02837 on 287 degrees of freedom
## Multiple R-squared: 0.7605, Adjusted R-squared: 0.7505
## F-statistic: 75.93 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48141
## "El Paso County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.054306 -0.014898 0.001602 0.013698 0.087227
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.373e-01 4.841e-03 49.009 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.008e-05 4.718e-06 2.137 0.03342 *
## confirmed_7dav_incidence_prop 7.661e-05 5.901e-05 1.298 0.19523
## deaths_7dav_cumulative_prop -7.252e-04 2.939e-04 -2.468 0.01419 *
## deaths_7dav_incidence_prop -4.749e-03 6.707e-03 -0.708 0.47946
## EmergDec1 6.022e-02 9.864e-03 6.106 3.32e-09 ***
## GathRestrict1 2.783e-02 2.635e-02 1.056 0.29190
## SchoolClose1 1.660e-02 5.762e-03 2.880 0.00427 **
## BarRestrict1 3.132e-02 2.486e-02 1.260 0.20876
## PublicMask1 -3.533e-02 5.920e-03 -5.968 7.05e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.054e-02 5.484e-03 5.569 5.89e-08 ***
## weekend1 2.154e-02 2.947e-03 7.310 2.67e-12 ***
## holiday1 1.826e-02 7.818e-03 2.335 0.02021 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02284 on 287 degrees of freedom
## Multiple R-squared: 0.7805, Adjusted R-squared: 0.7713
## F-statistic: 85.03 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48143
## "Erath County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.073778 -0.016158 -0.002379 0.014286 0.142669
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.723e-01 5.439e-03 31.672 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.216e-05 1.703e-05 1.301 0.194240
## confirmed_7dav_incidence_prop 1.997e-04 2.226e-04 0.897 0.370527
## deaths_7dav_cumulative_prop -1.738e-03 9.193e-04 -1.890 0.059735 .
## deaths_7dav_incidence_prop 6.028e-03 5.859e-03 1.029 0.304398
## EmergDec1 5.476e-02 1.108e-02 4.942 1.32e-06 ***
## GathRestrict1 7.239e-03 3.051e-02 0.237 0.812626
## SchoolClose1 3.186e-02 9.122e-03 3.493 0.000553 ***
## BarRestrict1 -5.403e-03 2.794e-02 -0.193 0.846780
## PublicMask1 -5.419e-02 6.297e-03 -8.606 5.07e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.817e-02 6.307e-03 4.466 1.15e-05 ***
## weekend1 3.069e-02 3.311e-03 9.269 < 2e-16 ***
## holiday1 2.620e-02 8.845e-03 2.962 0.003317 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02565 on 287 degrees of freedom
## Multiple R-squared: 0.7323, Adjusted R-squared: 0.7211
## F-statistic: 65.42 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48145
## "Falls County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.064933 -0.019436 -0.001519 0.018778 0.099848
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.156e-01 6.090e-03 35.413 < 2e-16 ***
## confirmed_7dav_cumulative_prop -6.696e-06 2.842e-06 -2.356 0.01914 *
## confirmed_7dav_incidence_prop -1.486e-05 5.519e-05 -0.269 0.78791
## deaths_7dav_cumulative_prop 4.185e-04 1.771e-04 2.363 0.01879 *
## deaths_7dav_incidence_prop -2.656e-03 2.645e-03 -1.004 0.31612
## EmergDec1 1.733e-02 1.241e-02 1.396 0.16365
## GathRestrict1 6.191e-02 3.281e-02 1.887 0.06021 .
## SchoolClose1 3.623e-03 5.663e-03 0.640 0.52278
## BarRestrict1 -3.040e-02 3.124e-02 -0.973 0.33136
## PublicMask1 -3.280e-02 7.011e-03 -4.678 4.46e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 9.047e-04 6.802e-03 0.133 0.89428
## weekend1 3.919e-02 3.706e-03 10.575 < 2e-16 ***
## holiday1 2.648e-02 9.838e-03 2.691 0.00754 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02872 on 287 degrees of freedom
## Multiple R-squared: 0.438, Adjusted R-squared: 0.4145
## F-statistic: 18.64 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48147
## "Fannin County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.063548 -0.018590 -0.002302 0.014603 0.171198
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.963e-01 5.788e-03 33.905 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.181e-05 6.644e-06 -4.789 2.69e-06 ***
## confirmed_7dav_incidence_prop -2.225e-04 1.373e-04 -1.620 0.106242
## deaths_7dav_cumulative_prop 8.689e-04 2.129e-04 4.081 5.81e-05 ***
## deaths_7dav_incidence_prop 1.877e-03 3.417e-03 0.549 0.583283
## EmergDec1 6.084e-02 1.179e-02 5.159 4.63e-07 ***
## GathRestrict1 5.785e-02 3.157e-02 1.832 0.067964 .
## SchoolClose1 -5.680e-03 7.314e-03 -0.777 0.438031
## BarRestrict1 -3.851e-02 2.970e-02 -1.297 0.195728
## PublicMask1 -3.646e-02 6.707e-03 -5.436 1.17e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.062e-02 6.566e-03 3.141 0.001862 **
## weekend1 4.070e-02 3.523e-03 11.554 < 2e-16 ***
## holiday1 3.631e-02 9.371e-03 3.875 0.000132 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0273 on 287 degrees of freedom
## Multiple R-squared: 0.6212, Adjusted R-squared: 0.6054
## F-statistic: 39.23 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48149
## "Fayette County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.067226 -0.018506 -0.001556 0.015701 0.159513
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.841e-01 6.186e-03 29.764 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.638e-08 1.986e-05 0.001 0.999342
## confirmed_7dav_incidence_prop 4.620e-04 2.534e-04 1.823 0.069340 .
## deaths_7dav_cumulative_prop -4.833e-04 4.309e-04 -1.122 0.262887
## deaths_7dav_incidence_prop 1.776e-03 2.476e-03 0.717 0.473746
## EmergDec1 4.570e-02 1.260e-02 3.626 0.000340 ***
## GathRestrict1 5.413e-02 3.409e-02 1.588 0.113381
## SchoolClose1 1.164e-02 9.297e-03 1.252 0.211409
## BarRestrict1 -2.876e-02 3.177e-02 -0.905 0.366083
## PublicMask1 -2.997e-02 7.270e-03 -4.122 4.92e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.210e-02 7.054e-03 3.132 0.001913 **
## weekend1 4.724e-02 3.765e-03 12.546 < 2e-16 ***
## holiday1 3.450e-02 9.983e-03 3.456 0.000632 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02918 on 287 degrees of freedom
## Multiple R-squared: 0.6932, Adjusted R-squared: 0.6803
## F-statistic: 54.03 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48151
## "Fisher County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.113946 -0.027645 -0.000747 0.025636 0.171829
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.182e-01 8.701e-03 25.082 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.607e-06 6.933e-06 -0.520 0.603334
## confirmed_7dav_incidence_prop 4.705e-04 1.852e-04 2.540 0.011597 *
## deaths_7dav_cumulative_prop -2.244e-04 2.289e-04 -0.980 0.327815
## deaths_7dav_incidence_prop -2.444e-03 1.783e-03 -1.371 0.171339
## EmergDec1 6.019e-02 1.773e-02 3.395 0.000782 ***
## GathRestrict1 4.022e-02 4.696e-02 0.856 0.392473
## SchoolClose1 2.531e-02 8.729e-03 2.900 0.004022 **
## BarRestrict1 -7.756e-02 4.472e-02 -1.734 0.083935 .
## PublicMask1 -1.306e-02 1.016e-02 -1.285 0.199914
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.481e-02 1.035e-02 2.396 0.017207 *
## weekend1 4.658e-02 5.296e-03 8.795 < 2e-16 ***
## holiday1 3.647e-02 1.404e-02 2.598 0.009862 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04104 on 287 degrees of freedom
## Multiple R-squared: 0.4644, Adjusted R-squared: 0.442
## F-statistic: 20.74 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48153
## "Floyd County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.095916 -0.028002 -0.005711 0.027173 0.251954
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.754e-01 9.236e-03 18.990 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.163e-05 1.951e-05 0.596 0.55154
## confirmed_7dav_incidence_prop -6.612e-05 2.771e-04 -0.239 0.81159
## deaths_7dav_cumulative_prop -6.032e-05 2.081e-04 -0.290 0.77211
## deaths_7dav_incidence_prop 2.880e-03 1.202e-03 2.396 0.01719 *
## EmergDec1 8.117e-02 1.882e-02 4.314 2.21e-05 ***
## GathRestrict1 1.431e-02 5.045e-02 0.284 0.77683
## SchoolClose1 3.663e-02 1.175e-02 3.118 0.00201 **
## BarRestrict1 -5.107e-02 4.746e-02 -1.076 0.28281
## PublicMask1 -3.700e-02 1.082e-02 -3.419 0.00072 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.556e-02 1.064e-02 2.401 0.01697 *
## weekend1 4.488e-02 5.622e-03 7.983 3.46e-14 ***
## holiday1 3.032e-02 1.502e-02 2.019 0.04441 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04356 on 287 degrees of freedom
## Multiple R-squared: 0.4534, Adjusted R-squared: 0.4305
## F-statistic: 19.84 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48155
## "Foard County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.119483 -0.032723 -0.002281 0.029411 0.194305
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.977e-01 1.057e-02 18.710 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.115e-07 7.788e-06 0.040 0.9681
## confirmed_7dav_incidence_prop 3.090e-05 1.796e-04 0.172 0.8635
## deaths_7dav_cumulative_prop -9.394e-05 7.823e-05 -1.201 0.2308
## deaths_7dav_incidence_prop 5.430e-04 8.641e-04 0.628 0.5302
## EmergDec1 8.567e-02 2.153e-02 3.980 8.74e-05 ***
## GathRestrict1 -1.013e-01 5.696e-02 -1.779 0.0763 .
## SchoolClose1 1.638e-02 9.715e-03 1.686 0.0929 .
## BarRestrict1 5.232e-02 5.421e-02 0.965 0.3352
## PublicMask1 -9.891e-03 1.216e-02 -0.813 0.4167
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 5.202e-02 1.179e-02 4.410 1.46e-05 ***
## weekend1 6.022e-02 6.431e-03 9.365 < 2e-16 ***
## holiday1 7.203e-02 1.709e-02 4.215 3.35e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04984 on 287 degrees of freedom
## Multiple R-squared: 0.4447, Adjusted R-squared: 0.4214
## F-statistic: 19.15 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48157
## "Fort Bend County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.071786 -0.018154 0.000308 0.015597 0.124126
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.239e-01 5.735e-03 39.038 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.257e-05 1.685e-05 3.119 0.002000 **
## confirmed_7dav_incidence_prop -1.965e-04 1.580e-04 -1.244 0.214662
## deaths_7dav_cumulative_prop -5.065e-03 1.115e-03 -4.543 8.19e-06 ***
## deaths_7dav_incidence_prop -5.691e-03 1.563e-02 -0.364 0.716037
## EmergDec1 1.060e-01 1.169e-02 9.075 < 2e-16 ***
## GathRestrict1 1.141e-01 3.276e-02 3.483 0.000573 ***
## SchoolClose1 -1.612e-02 1.227e-02 -1.313 0.190205
## BarRestrict1 -1.762e-02 2.944e-02 -0.598 0.550115
## PublicMask1 -6.033e-02 6.991e-03 -8.631 4.26e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.888e-02 6.534e-03 4.419 1.41e-05 ***
## weekend1 2.061e-02 3.491e-03 5.903 1.01e-08 ***
## holiday1 1.642e-02 9.252e-03 1.774 0.077071 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02705 on 287 degrees of freedom
## Multiple R-squared: 0.8215, Adjusted R-squared: 0.814
## F-statistic: 110.1 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48159
## "Franklin County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.107345 -0.021820 -0.001588 0.016998 0.228831
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.817e-01 7.353e-03 24.706 < 2e-16 ***
## confirmed_7dav_cumulative_prop -5.201e-06 1.316e-05 -0.395 0.692890
## confirmed_7dav_incidence_prop 3.741e-04 2.518e-04 1.486 0.138442
## deaths_7dav_cumulative_prop 2.574e-04 2.837e-04 0.907 0.365017
## deaths_7dav_incidence_prop -1.430e-03 2.895e-03 -0.494 0.621766
## EmergDec1 5.806e-02 1.498e-02 3.876 0.000132 ***
## GathRestrict1 8.434e-04 3.976e-02 0.021 0.983089
## SchoolClose1 1.899e-02 7.865e-03 2.414 0.016406 *
## BarRestrict1 1.457e-02 3.777e-02 0.386 0.699907
## PublicMask1 -6.090e-02 8.594e-03 -7.087 1.07e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.137e-02 8.486e-03 2.519 0.012326 *
## weekend1 5.368e-02 4.475e-03 11.995 < 2e-16 ***
## holiday1 4.091e-02 1.192e-02 3.433 0.000685 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03468 on 287 degrees of freedom
## Multiple R-squared: 0.602, Adjusted R-squared: 0.5853
## F-statistic: 36.17 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48161
## "Freestone County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.09349 -0.01716 0.00016 0.01563 0.17286
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.782e-01 6.054e-03 29.439 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.970e-05 5.061e-06 -3.894 0.000123 ***
## confirmed_7dav_incidence_prop 4.392e-05 8.797e-05 0.499 0.617981
## deaths_7dav_cumulative_prop 3.920e-04 1.959e-04 2.001 0.046343 *
## deaths_7dav_incidence_prop 1.473e-03 4.235e-03 0.348 0.728149
## EmergDec1 4.590e-02 1.233e-02 3.721 0.000238 ***
## GathRestrict1 9.787e-02 3.318e-02 2.949 0.003449 **
## SchoolClose1 -4.018e-03 8.394e-03 -0.479 0.632567
## BarRestrict1 -5.851e-02 3.106e-02 -1.884 0.060597 .
## PublicMask1 -4.308e-02 6.979e-03 -6.173 2.28e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.515e-02 6.781e-03 3.709 0.000249 ***
## weekend1 4.089e-02 3.685e-03 11.097 < 2e-16 ***
## holiday1 3.404e-02 9.766e-03 3.485 0.000569 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02856 on 287 degrees of freedom
## Multiple R-squared: 0.6664, Adjusted R-squared: 0.6525
## F-statistic: 47.78 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48163
## "Frio County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.072172 -0.018596 -0.000452 0.017076 0.114860
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.987e-01 6.134e-03 32.388 < 2e-16 ***
## confirmed_7dav_cumulative_prop 9.296e-06 3.697e-06 2.514 0.012469 *
## confirmed_7dav_incidence_prop -2.759e-06 5.265e-05 -0.052 0.958250
## deaths_7dav_cumulative_prop -2.049e-03 5.071e-04 -4.040 6.86e-05 ***
## deaths_7dav_incidence_prop 8.014e-03 4.527e-03 1.770 0.077762 .
## EmergDec1 3.835e-02 1.250e-02 3.069 0.002354 **
## GathRestrict1 9.872e-02 3.478e-02 2.838 0.004864 **
## SchoolClose1 -2.749e-02 1.213e-02 -2.267 0.024121 *
## BarRestrict1 -4.015e-02 3.148e-02 -1.275 0.203182
## PublicMask1 -7.158e-03 7.164e-03 -0.999 0.318569
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.441e-02 6.997e-03 3.489 0.000561 ***
## weekend1 2.823e-02 3.733e-03 7.562 5.38e-13 ***
## holiday1 2.189e-02 9.893e-03 2.212 0.027731 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02893 on 287 degrees of freedom
## Multiple R-squared: 0.5084, Adjusted R-squared: 0.4879
## F-statistic: 24.74 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48165
## "Gaines County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.068859 -0.023352 -0.001986 0.018684 0.151399
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.949e-01 6.824e-03 28.569 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.390e-05 8.479e-06 5.177 4.25e-07 ***
## confirmed_7dav_incidence_prop -3.111e-04 2.098e-04 -1.483 0.13913
## deaths_7dav_cumulative_prop -1.926e-03 3.924e-04 -4.909 1.54e-06 ***
## deaths_7dav_incidence_prop -6.944e-03 4.051e-03 -1.714 0.08758 .
## EmergDec1 4.091e-02 1.390e-02 2.943 0.00352 **
## GathRestrict1 2.769e-02 3.698e-02 0.749 0.45461
## SchoolClose1 2.345e-02 7.363e-03 3.185 0.00160 **
## BarRestrict1 -2.303e-02 3.500e-02 -0.658 0.51105
## PublicMask1 -4.245e-02 7.858e-03 -5.402 1.39e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.475e-02 7.624e-03 1.934 0.05406 .
## weekend1 4.510e-02 4.154e-03 10.858 < 2e-16 ***
## holiday1 3.284e-02 1.101e-02 2.983 0.00310 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03219 on 287 degrees of freedom
## Multiple R-squared: 0.5971, Adjusted R-squared: 0.5803
## F-statistic: 35.45 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48167
## "Galveston County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.059611 -0.016706 0.000524 0.012900 0.109720
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.213e-01 5.011e-03 44.166 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.816e-05 1.177e-05 4.094 5.52e-05 ***
## confirmed_7dav_incidence_prop -1.700e-04 2.051e-04 -0.829 0.407873
## deaths_7dav_cumulative_prop -4.982e-03 8.560e-04 -5.820 1.57e-08 ***
## deaths_7dav_incidence_prop -3.681e-02 9.966e-03 -3.693 0.000265 ***
## EmergDec1 6.083e-02 1.021e-02 5.958 7.45e-09 ***
## GathRestrict1 7.048e-02 2.936e-02 2.401 0.017009 *
## SchoolClose1 -3.607e-03 1.232e-02 -0.293 0.769913
## BarRestrict1 6.879e-03 2.599e-02 0.265 0.791423
## PublicMask1 -3.795e-02 7.216e-03 -5.259 2.84e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.932e-02 5.991e-03 3.226 0.001402 **
## weekend1 2.981e-02 3.050e-03 9.773 < 2e-16 ***
## holiday1 2.204e-02 8.084e-03 2.726 0.006800 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02364 on 287 degrees of freedom
## Multiple R-squared: 0.7732, Adjusted R-squared: 0.7637
## F-statistic: 81.53 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48169
## "Garza County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.097772 -0.024864 -0.000408 0.021421 0.131724
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.389e-01 7.690e-03 31.072 <2e-16 ***
## confirmed_7dav_cumulative_prop 1.641e-05 2.625e-05 0.625 0.5324
## confirmed_7dav_incidence_prop -3.057e-04 1.311e-04 -2.332 0.0204 *
## deaths_7dav_cumulative_prop -1.324e-04 1.577e-04 -0.839 0.4019
## deaths_7dav_incidence_prop 4.647e-03 1.490e-03 3.118 0.0020 **
## EmergDec1 -2.655e-03 1.567e-02 -0.169 0.8656
## GathRestrict1 1.354e-03 5.142e-02 0.026 0.9790
## SchoolClose1 2.632e-02 3.122e-02 0.843 0.4000
## BarRestrict1 -2.273e-02 3.948e-02 -0.576 0.5652
## PublicMask1 -2.316e-02 9.114e-03 -2.541 0.0116 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.183e-03 8.813e-03 0.248 0.8045
## weekend1 4.304e-02 4.681e-03 9.194 <2e-16 ***
## holiday1 3.026e-02 1.242e-02 2.436 0.0155 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03627 on 287 degrees of freedom
## Multiple R-squared: 0.3318, Adjusted R-squared: 0.3038
## F-statistic: 11.87 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48171
## "Gillespie County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.064636 -0.016781 -0.001817 0.015358 0.124085
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.272e-01 5.904e-03 38.480 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.074e-06 6.574e-06 0.772 0.440855
## confirmed_7dav_incidence_prop 1.383e-04 1.105e-04 1.252 0.211586
## deaths_7dav_cumulative_prop -8.101e-04 3.314e-04 -2.445 0.015105 *
## deaths_7dav_incidence_prop 3.396e-03 4.837e-03 0.702 0.483262
## EmergDec1 5.158e-02 1.203e-02 4.288 2.46e-05 ***
## GathRestrict1 7.634e-02 3.243e-02 2.354 0.019266 *
## SchoolClose1 4.537e-03 8.655e-03 0.524 0.600510
## BarRestrict1 -5.574e-02 3.029e-02 -1.840 0.066767 .
## PublicMask1 -4.821e-02 6.799e-03 -7.091 1.04e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.338e-02 6.600e-03 5.058 7.58e-07 ***
## weekend1 4.419e-02 3.594e-03 12.295 < 2e-16 ***
## holiday1 3.308e-02 9.536e-03 3.469 0.000603 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02785 on 287 degrees of freedom
## Multiple R-squared: 0.7061, Adjusted R-squared: 0.6938
## F-statistic: 57.45 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48173
## "Glasscock County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.093778 -0.028004 -0.005881 0.025118 0.274761
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.615e-01 9.603e-03 16.823 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.411e-05 1.002e-05 5.402 1.39e-07 ***
## confirmed_7dav_incidence_prop 4.559e-04 2.002e-04 2.277 0.0235 *
## deaths_7dav_cumulative_prop -3.370e-04 2.962e-04 -1.138 0.2562
## deaths_7dav_incidence_prop -2.984e-03 2.057e-03 -1.451 0.1479
## EmergDec1 2.590e-02 1.956e-02 1.324 0.1866
## GathRestrict1 5.300e-02 5.163e-02 1.026 0.3055
## SchoolClose1 5.205e-02 8.377e-03 6.214 1.82e-09 ***
## BarRestrict1 -9.194e-02 4.929e-02 -1.865 0.0632 .
## PublicMask1 -1.898e-02 1.111e-02 -1.708 0.0887 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.677e-02 1.077e-02 1.558 0.1204
## weekend1 2.488e-02 5.845e-03 4.257 2.81e-05 ***
## holiday1 1.988e-02 1.551e-02 1.282 0.2010
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0453 on 287 degrees of freedom
## Multiple R-squared: 0.3147, Adjusted R-squared: 0.2861
## F-statistic: 10.98 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48175
## "Goliad County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.081205 -0.026635 -0.002449 0.023966 0.169952
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.039e-01 8.336e-03 24.457 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.689e-05 1.160e-05 -2.317 0.02121 *
## confirmed_7dav_incidence_prop 1.477e-04 1.179e-04 1.252 0.21143
## deaths_7dav_cumulative_prop -3.246e-04 3.096e-04 -1.049 0.29527
## deaths_7dav_incidence_prop 4.134e-03 3.819e-03 1.082 0.27997
## EmergDec1 1.867e-02 1.698e-02 1.099 0.27258
## GathRestrict1 1.225e-01 4.826e-02 2.538 0.01168 *
## SchoolClose1 -2.881e-02 1.928e-02 -1.494 0.13630
## BarRestrict1 -3.730e-02 4.277e-02 -0.872 0.38379
## PublicMask1 -2.785e-02 9.640e-03 -2.889 0.00416 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.031e-02 9.320e-03 2.179 0.03012 *
## weekend1 4.846e-02 5.075e-03 9.549 < 2e-16 ***
## holiday1 2.572e-02 1.344e-02 1.914 0.05660 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03932 on 287 degrees of freedom
## Multiple R-squared: 0.5531, Adjusted R-squared: 0.5344
## F-statistic: 29.6 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48177
## "Gonzales County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.080685 -0.016988 -0.002456 0.017326 0.123816
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.713e-01 5.956e-03 28.770 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.620e-06 8.955e-06 -0.181 0.8566
## confirmed_7dav_incidence_prop 1.219e-04 6.939e-05 1.757 0.0800 .
## deaths_7dav_cumulative_prop -2.684e-04 3.909e-04 -0.687 0.4928
## deaths_7dav_incidence_prop -1.259e-03 3.883e-03 -0.324 0.7460
## EmergDec1 4.856e-02 1.213e-02 4.002 7.99e-05 ***
## GathRestrict1 5.701e-02 3.410e-02 1.672 0.0956 .
## SchoolClose1 9.748e-03 1.241e-02 0.785 0.4328
## BarRestrict1 -2.040e-02 3.063e-02 -0.666 0.5060
## PublicMask1 -3.070e-02 7.071e-03 -4.342 1.96e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.093e-02 7.362e-03 1.485 0.1385
## weekend1 3.383e-02 3.625e-03 9.332 < 2e-16 ***
## holiday1 2.375e-02 9.621e-03 2.469 0.0141 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02809 on 287 degrees of freedom
## Multiple R-squared: 0.6224, Adjusted R-squared: 0.6066
## F-statistic: 39.41 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48179
## "Gray County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.078243 -0.023163 -0.003488 0.018001 0.154824
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.906e-01 7.233e-03 26.358 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.798e-06 7.643e-06 0.497 0.619578
## confirmed_7dav_incidence_prop 9.284e-06 4.722e-05 0.197 0.844268
## deaths_7dav_cumulative_prop 1.261e-04 4.252e-04 0.297 0.767047
## deaths_7dav_incidence_prop 6.189e-03 3.771e-03 1.641 0.101821
## EmergDec1 5.070e-02 1.473e-02 3.441 0.000666 ***
## GathRestrict1 3.460e-03 3.888e-02 0.089 0.929152
## SchoolClose1 2.104e-02 5.853e-03 3.594 0.000383 ***
## BarRestrict1 -6.482e-03 3.719e-02 -0.174 0.861747
## PublicMask1 -5.062e-02 8.417e-03 -6.015 5.48e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.562e-02 8.278e-03 4.303 2.31e-05 ***
## weekend1 4.682e-02 4.403e-03 10.634 < 2e-16 ***
## holiday1 3.633e-02 1.185e-02 3.067 0.002371 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03411 on 287 degrees of freedom
## Multiple R-squared: 0.595, Adjusted R-squared: 0.578
## F-statistic: 35.13 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48181
## "Grayson County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.064595 -0.016544 -0.000547 0.013612 0.120247
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.044e-01 5.229e-03 39.090 < 2e-16 ***
## confirmed_7dav_cumulative_prop 7.336e-06 1.446e-05 0.507 0.612395
## confirmed_7dav_incidence_prop 6.649e-04 2.639e-04 2.520 0.012290 *
## deaths_7dav_cumulative_prop -6.532e-04 4.767e-04 -1.370 0.171716
## deaths_7dav_incidence_prop -3.672e-03 8.746e-03 -0.420 0.674882
## EmergDec1 6.995e-02 1.065e-02 6.567 2.41e-10 ***
## GathRestrict1 1.826e-02 2.835e-02 0.644 0.520029
## SchoolClose1 1.785e-02 5.512e-03 3.239 0.001341 **
## BarRestrict1 -1.798e-02 2.688e-02 -0.669 0.504121
## PublicMask1 -5.135e-02 6.354e-03 -8.082 1.79e-14 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.363e-02 6.149e-03 3.843 0.000149 ***
## weekend1 3.694e-02 3.182e-03 11.606 < 2e-16 ***
## holiday1 2.504e-02 8.481e-03 2.952 0.003417 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02466 on 287 degrees of freedom
## Multiple R-squared: 0.7204, Adjusted R-squared: 0.7088
## F-statistic: 61.64 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48183
## "Gregg County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.06897 -0.01537 -0.00017 0.01348 0.14371
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.996e-01 5.178e-03 38.540 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.185e-05 2.461e-05 0.482 0.63050
## confirmed_7dav_incidence_prop 4.486e-04 2.591e-04 1.731 0.08446 .
## deaths_7dav_cumulative_prop -4.122e-04 5.195e-04 -0.794 0.42809
## deaths_7dav_incidence_prop -5.709e-03 5.936e-03 -0.962 0.33692
## EmergDec1 4.782e-02 1.055e-02 4.533 8.56e-06 ***
## GathRestrict1 2.074e-02 3.077e-02 0.674 0.50091
## SchoolClose1 1.586e-02 1.381e-02 1.149 0.25172
## BarRestrict1 3.146e-03 2.658e-02 0.118 0.90586
## PublicMask1 -5.501e-02 6.169e-03 -8.917 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.841e-02 5.886e-03 3.128 0.00194 **
## weekend1 4.194e-02 3.152e-03 13.305 < 2e-16 ***
## holiday1 2.701e-02 8.356e-03 3.232 0.00137 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02443 on 287 degrees of freedom
## Multiple R-squared: 0.7115, Adjusted R-squared: 0.6994
## F-statistic: 58.97 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48185
## "Grimes County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.090101 -0.018580 -0.001938 0.015545 0.135459
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.954e-01 6.084e-03 32.114 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.629e-06 4.945e-06 1.138 0.25601
## confirmed_7dav_incidence_prop 1.628e-05 1.228e-04 0.133 0.89460
## deaths_7dav_cumulative_prop -3.231e-04 1.372e-04 -2.355 0.01921 *
## deaths_7dav_incidence_prop -8.610e-04 1.544e-03 -0.558 0.57760
## EmergDec1 5.684e-02 1.239e-02 4.586 6.76e-06 ***
## GathRestrict1 8.697e-02 3.422e-02 2.541 0.01157 *
## SchoolClose1 1.848e-03 1.148e-02 0.161 0.87220
## BarRestrict1 -6.395e-02 3.134e-02 -2.041 0.04219 *
## PublicMask1 -5.661e-02 7.348e-03 -7.704 2.15e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.114e-02 7.494e-03 2.822 0.00511 **
## weekend1 3.885e-02 3.703e-03 10.491 < 2e-16 ***
## holiday1 2.576e-02 9.835e-03 2.619 0.00929 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0287 on 287 degrees of freedom
## Multiple R-squared: 0.6519, Adjusted R-squared: 0.6374
## F-statistic: 44.8 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48187
## "Guadalupe County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.080400 -0.017889 0.000359 0.016718 0.120173
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.185e-01 5.622e-03 38.871 < 2e-16 ***
## confirmed_7dav_cumulative_prop -6.150e-06 4.668e-06 -1.318 0.188720
## confirmed_7dav_incidence_prop 3.603e-05 7.572e-05 0.476 0.634547
## deaths_7dav_cumulative_prop -5.907e-04 3.172e-04 -1.862 0.063624 .
## deaths_7dav_incidence_prop 3.016e-03 4.739e-03 0.636 0.525063
## EmergDec1 7.432e-02 1.145e-02 6.488 3.79e-10 ***
## GathRestrict1 8.338e-02 3.205e-02 2.601 0.009767 **
## SchoolClose1 -1.547e-03 1.183e-02 -0.131 0.896004
## BarRestrict1 -2.082e-02 2.884e-02 -0.722 0.470953
## PublicMask1 -6.754e-02 6.491e-03 -10.404 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.289e-02 6.325e-03 3.619 0.000349 ***
## weekend1 3.386e-02 3.422e-03 9.895 < 2e-16 ***
## holiday1 2.819e-02 9.068e-03 3.109 0.002064 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02652 on 287 degrees of freedom
## Multiple R-squared: 0.7816, Adjusted R-squared: 0.7725
## F-statistic: 85.61 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48189
## "Hale County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.077911 -0.017961 -0.003214 0.015175 0.178635
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.188e-01 6.381e-03 34.290 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.120e-05 4.761e-06 2.352 0.019364 *
## confirmed_7dav_incidence_prop 2.125e-04 7.518e-05 2.827 0.005034 **
## deaths_7dav_cumulative_prop -4.325e-04 1.789e-04 -2.417 0.016266 *
## deaths_7dav_incidence_prop -7.694e-03 2.032e-03 -3.786 0.000186 ***
## EmergDec1 3.933e-02 1.300e-02 3.026 0.002705 **
## GathRestrict1 3.367e-02 3.460e-02 0.973 0.331321
## SchoolClose1 2.985e-02 7.175e-03 4.161 4.19e-05 ***
## BarRestrict1 -3.712e-02 3.276e-02 -1.133 0.258201
## PublicMask1 -3.552e-02 7.467e-03 -4.757 3.11e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.594e-02 7.243e-03 3.581 0.000402 ***
## weekend1 3.715e-02 3.884e-03 9.567 < 2e-16 ***
## holiday1 2.754e-02 1.030e-02 2.674 0.007914 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0301 on 287 degrees of freedom
## Multiple R-squared: 0.6001, Adjusted R-squared: 0.5834
## F-statistic: 35.9 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48191
## "Hall County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.121970 -0.028807 -0.001852 0.026976 0.171931
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.437e-01 9.421e-03 25.866 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.374e-05 6.104e-06 -2.251 0.025129 *
## confirmed_7dav_incidence_prop 3.024e-05 9.534e-05 0.317 0.751345
## deaths_7dav_cumulative_prop 6.922e-04 2.284e-04 3.031 0.002663 **
## deaths_7dav_incidence_prop 2.019e-03 2.177e-03 0.927 0.354479
## EmergDec1 2.945e-02 1.919e-02 1.534 0.126077
## GathRestrict1 -1.192e-03 5.066e-02 -0.024 0.981240
## SchoolClose1 1.390e-02 7.967e-03 1.745 0.082100 .
## BarRestrict1 -1.183e-02 4.847e-02 -0.244 0.807389
## PublicMask1 -2.285e-02 1.094e-02 -2.088 0.037636 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.935e-02 1.099e-02 3.580 0.000403 ***
## weekend1 4.284e-02 5.734e-03 7.470 9.69e-13 ***
## holiday1 1.414e-02 1.523e-02 0.929 0.353808
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04444 on 287 degrees of freedom
## Multiple R-squared: 0.325, Adjusted R-squared: 0.2968
## F-statistic: 11.52 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48193
## "Hamilton County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.094099 -0.021641 -0.000254 0.016759 0.157909
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.028e-01 6.584e-03 30.803 < 2e-16 ***
## confirmed_7dav_cumulative_prop 7.158e-06 8.829e-06 0.811 0.418185
## confirmed_7dav_incidence_prop -1.992e-04 2.007e-04 -0.993 0.321754
## deaths_7dav_cumulative_prop -5.085e-04 3.556e-04 -1.430 0.153807
## deaths_7dav_incidence_prop 1.372e-03 2.001e-03 0.686 0.493453
## EmergDec1 3.345e-02 1.341e-02 2.494 0.013201 *
## GathRestrict1 3.106e-02 3.554e-02 0.874 0.382892
## SchoolClose1 7.550e-03 6.485e-03 1.164 0.245291
## BarRestrict1 -1.390e-02 3.385e-02 -0.411 0.681634
## PublicMask1 -3.250e-02 7.601e-03 -4.276 2.6e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.440e-02 7.633e-03 1.887 0.060213 .
## weekend1 5.327e-02 4.008e-03 13.289 < 2e-16 ***
## holiday1 4.041e-02 1.063e-02 3.800 0.000177 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03106 on 287 degrees of freedom
## Multiple R-squared: 0.5848, Adjusted R-squared: 0.5675
## F-statistic: 33.69 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48195
## "Hansford County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.088847 -0.030452 -0.003182 0.023409 0.166036
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.950e-01 8.619e-03 22.631 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.495e-05 1.229e-05 -2.030 0.04331 *
## confirmed_7dav_incidence_prop 2.343e-04 1.355e-04 1.729 0.08492 .
## deaths_7dav_cumulative_prop 6.815e-04 3.129e-04 2.178 0.03020 *
## deaths_7dav_incidence_prop -4.455e-03 1.778e-03 -2.505 0.01280 *
## EmergDec1 3.786e-02 1.756e-02 2.156 0.03188 *
## GathRestrict1 -9.386e-03 4.767e-02 -0.197 0.84405
## SchoolClose1 2.487e-02 1.289e-02 1.930 0.05460 .
## BarRestrict1 1.842e-03 4.428e-02 0.042 0.96685
## PublicMask1 -2.352e-02 1.237e-02 -1.902 0.05821 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 6.920e-02 9.971e-03 6.940 2.61e-11 ***
## weekend1 4.781e-02 5.246e-03 9.114 < 2e-16 ***
## holiday1 4.244e-02 1.393e-02 3.047 0.00253 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04065 on 287 degrees of freedom
## Multiple R-squared: 0.6166, Adjusted R-squared: 0.6006
## F-statistic: 38.46 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48197
## "Hardeman County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.103257 -0.022988 -0.000952 0.020641 0.195510
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.802e-01 8.152e-03 22.102 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.941e-06 1.379e-05 0.286 0.775308
## confirmed_7dav_incidence_prop 5.690e-04 1.652e-04 3.445 0.000656 ***
## deaths_7dav_cumulative_prop -1.265e-04 2.300e-04 -0.550 0.582647
## deaths_7dav_incidence_prop 2.736e-03 1.690e-03 1.619 0.106590
## EmergDec1 5.663e-02 1.661e-02 3.410 0.000744 ***
## GathRestrict1 5.656e-04 4.422e-02 0.013 0.989803
## SchoolClose1 1.958e-02 8.612e-03 2.274 0.023719 *
## BarRestrict1 -1.292e-02 4.182e-02 -0.309 0.757656
## PublicMask1 -3.978e-02 9.389e-03 -4.237 3.06e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.366e-02 9.133e-03 1.495 0.135930
## weekend1 5.438e-02 4.963e-03 10.957 < 2e-16 ***
## holiday1 4.655e-02 1.318e-02 3.532 0.000480 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03845 on 287 degrees of freedom
## Multiple R-squared: 0.4738, Adjusted R-squared: 0.4518
## F-statistic: 21.53 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48199
## "Hardin County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.09027 -0.01693 -0.00153 0.01634 0.13517
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.864e-01 6.277e-03 29.686 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.446e-05 1.678e-05 -2.054 0.040893 *
## confirmed_7dav_incidence_prop 8.152e-04 2.021e-04 4.033 7.05e-05 ***
## deaths_7dav_cumulative_prop 8.016e-04 4.564e-04 1.757 0.080041 .
## deaths_7dav_incidence_prop 4.790e-03 6.801e-03 0.704 0.481801
## EmergDec1 4.174e-02 1.279e-02 3.264 0.001232 **
## GathRestrict1 9.840e-02 3.720e-02 2.645 0.008613 **
## SchoolClose1 -8.367e-03 1.658e-02 -0.505 0.614128
## BarRestrict1 -4.308e-02 3.226e-02 -1.335 0.182831
## PublicMask1 -5.567e-02 7.361e-03 -7.564 5.34e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.732e-02 7.192e-03 3.798 0.000178 ***
## weekend1 4.710e-02 3.821e-03 12.325 < 2e-16 ***
## holiday1 2.986e-02 1.012e-02 2.950 0.003442 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02961 on 287 degrees of freedom
## Multiple R-squared: 0.6944, Adjusted R-squared: 0.6816
## F-statistic: 54.34 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48201
## "Harris County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.064829 -0.014874 -0.000477 0.013427 0.094768
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.264e-01 5.085e-03 44.525 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.621e-06 6.468e-06 -0.405 0.6856
## confirmed_7dav_incidence_prop 7.549e-04 1.751e-04 4.311 2.23e-05 ***
## deaths_7dav_cumulative_prop -9.227e-04 4.458e-04 -2.070 0.0393 *
## deaths_7dav_incidence_prop -8.581e-03 7.222e-03 -1.188 0.2357
## EmergDec1 7.812e-02 1.036e-02 7.540 6.20e-13 ***
## GathRestrict1 9.016e-02 2.918e-02 3.090 0.0022 **
## SchoolClose1 -7.448e-03 1.122e-02 -0.664 0.5075
## BarRestrict1 -1.380e-02 2.614e-02 -0.528 0.5980
## PublicMask1 -5.284e-02 6.025e-03 -8.771 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.306e-02 5.825e-03 3.960 9.47e-05 ***
## weekend1 1.702e-02 3.095e-03 5.498 8.51e-08 ***
## holiday1 1.205e-02 8.201e-03 1.470 0.1428
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02399 on 287 degrees of freedom
## Multiple R-squared: 0.7992, Adjusted R-squared: 0.7908
## F-statistic: 95.19 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48203
## "Harrison County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.07105 -0.01655 -0.00184 0.01501 0.15053
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.795e-01 5.618e-03 31.951 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.957e-05 2.012e-05 -1.470 0.14279
## confirmed_7dav_incidence_prop 1.083e-04 3.956e-04 0.274 0.78445
## deaths_7dav_cumulative_prop 8.371e-04 5.541e-04 1.511 0.13195
## deaths_7dav_incidence_prop -7.167e-03 4.145e-03 -1.729 0.08485 .
## EmergDec1 5.197e-02 1.145e-02 4.541 8.26e-06 ***
## GathRestrict1 2.973e-02 3.198e-02 0.930 0.35322
## SchoolClose1 3.624e-03 1.124e-02 0.323 0.74729
## BarRestrict1 -8.817e-03 2.954e-02 -0.298 0.76556
## PublicMask1 -5.387e-02 9.218e-03 -5.844 1.38e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 4.133e-02 9.319e-03 4.435 1.31e-05 ***
## weekend1 3.788e-02 3.420e-03 11.077 < 2e-16 ***
## holiday1 2.402e-02 9.095e-03 2.641 0.00872 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0265 on 287 degrees of freedom
## Multiple R-squared: 0.6942, Adjusted R-squared: 0.6814
## F-statistic: 54.29 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48205
## "Hartley County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.109862 -0.026346 -0.003861 0.026914 0.173077
##
## Coefficients: (3 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.810e-01 8.182e-03 22.119 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.510e-05 3.604e-06 4.191 3.70e-05 ***
## confirmed_7dav_incidence_prop -4.151e-05 1.156e-04 -0.359 0.719768
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 4.909e-02 1.667e-02 2.945 0.003495 **
## GathRestrict1 -2.804e-02 4.441e-02 -0.631 0.528270
## SchoolClose1 4.535e-02 9.470e-03 4.789 2.69e-06 ***
## BarRestrict1 1.136e-02 4.197e-02 0.271 0.786832
## PublicMask1 -6.358e-02 9.460e-03 -6.721 9.61e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.610e-02 9.170e-03 3.937 0.000104 ***
## weekend1 6.242e-02 4.980e-03 12.533 < 2e-16 ***
## holiday1 5.975e-02 1.320e-02 4.527 8.74e-06 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03859 on 289 degrees of freedom
## Multiple R-squared: 0.6248, Adjusted R-squared: 0.6118
## F-statistic: 48.13 on 10 and 289 DF, p-value: < 2.2e-16
##
## 48207
## "Haskell County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.09650 -0.02525 -0.00063 0.02159 0.18415
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.013e-01 7.889e-03 25.521 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.178e-05 2.229e-05 0.977 0.329256
## confirmed_7dav_incidence_prop 7.609e-05 3.110e-04 0.245 0.806877
## deaths_7dav_cumulative_prop -7.479e-04 3.373e-04 -2.217 0.027387 *
## deaths_7dav_incidence_prop 2.312e-03 2.375e-03 0.974 0.331102
## EmergDec1 6.098e-02 1.607e-02 3.795 0.000180 ***
## GathRestrict1 2.970e-02 4.406e-02 0.674 0.500785
## SchoolClose1 2.616e-02 1.420e-02 1.842 0.066436 .
## BarRestrict1 -5.800e-02 4.050e-02 -1.432 0.153198
## PublicMask1 -2.422e-02 9.138e-03 -2.650 0.008494 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.105e-02 8.922e-03 3.481 0.000578 ***
## weekend1 4.233e-02 4.802e-03 8.815 < 2e-16 ***
## holiday1 2.888e-02 1.278e-02 2.259 0.024645 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03721 on 287 degrees of freedom
## Multiple R-squared: 0.5195, Adjusted R-squared: 0.4994
## F-statistic: 25.86 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48209
## "Hays County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.056437 -0.016721 -0.001652 0.013711 0.119309
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.005e-01 5.308e-03 37.777 < 2e-16 ***
## confirmed_7dav_cumulative_prop 9.793e-06 8.058e-06 1.215 0.2252
## confirmed_7dav_incidence_prop 1.212e-04 1.460e-04 0.830 0.4070
## deaths_7dav_cumulative_prop -1.738e-03 6.099e-04 -2.849 0.0047 **
## deaths_7dav_incidence_prop 2.047e-03 1.534e-02 0.133 0.8939
## EmergDec1 7.033e-02 1.081e-02 6.504 3.48e-10 ***
## GathRestrict1 7.259e-02 2.978e-02 2.437 0.0154 *
## SchoolClose1 1.385e-02 9.513e-03 1.456 0.1465
## BarRestrict1 -2.536e-02 2.735e-02 -0.927 0.3545
## PublicMask1 -4.261e-02 6.258e-03 -6.810 5.73e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.529e-02 6.413e-03 5.502 8.31e-08 ***
## weekend1 1.971e-02 3.231e-03 6.101 3.39e-09 ***
## holiday1 2.080e-02 8.594e-03 2.420 0.0161 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02504 on 287 degrees of freedom
## Multiple R-squared: 0.7833, Adjusted R-squared: 0.7743
## F-statistic: 86.46 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48211
## "Hemphill County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.093989 -0.028783 -0.005221 0.021738 0.303497
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.549e-01 9.834e-03 15.752 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.605e-06 4.762e-06 0.547 0.58472
## confirmed_7dav_incidence_prop -1.017e-04 1.321e-04 -0.770 0.44181
## deaths_7dav_cumulative_prop 2.410e-04 8.261e-04 0.292 0.77070
## deaths_7dav_incidence_prop -7.040e-03 5.207e-03 -1.352 0.17747
## EmergDec1 4.159e-02 2.004e-02 2.076 0.03879 *
## GathRestrict1 7.891e-02 5.341e-02 1.478 0.14062
## SchoolClose1 1.205e-02 1.067e-02 1.129 0.25964
## BarRestrict1 -5.669e-02 5.046e-02 -1.124 0.26211
## PublicMask1 -5.701e-02 1.133e-02 -5.034 8.51e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.535e-02 1.101e-02 3.210 0.00148 **
## weekend1 6.743e-02 5.986e-03 11.266 < 2e-16 ***
## holiday1 3.401e-02 1.590e-02 2.138 0.03332 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04639 on 287 degrees of freedom
## Multiple R-squared: 0.5291, Adjusted R-squared: 0.5094
## F-statistic: 26.87 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48213
## "Henderson County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.066488 -0.015336 -0.001605 0.012563 0.129662
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.099e-01 5.382e-03 39.004 < 2e-16 ***
## confirmed_7dav_cumulative_prop -5.644e-05 3.619e-05 -1.559 0.120007
## confirmed_7dav_incidence_prop 9.432e-04 3.494e-04 2.699 0.007359 **
## deaths_7dav_cumulative_prop 1.364e-03 9.986e-04 1.366 0.172938
## deaths_7dav_incidence_prop 2.802e-03 6.915e-03 0.405 0.685638
## EmergDec1 4.720e-02 1.096e-02 4.305 2.30e-05 ***
## GathRestrict1 5.963e-02 3.168e-02 1.882 0.060812 .
## SchoolClose1 -3.501e-03 1.324e-02 -0.265 0.791581
## BarRestrict1 -2.432e-02 2.764e-02 -0.880 0.379580
## PublicMask1 -4.700e-02 6.345e-03 -7.407 1.45e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.946e-02 6.086e-03 3.197 0.001544 **
## weekend1 3.779e-02 3.276e-03 11.537 < 2e-16 ***
## holiday1 2.915e-02 8.726e-03 3.341 0.000946 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02539 on 287 degrees of freedom
## Multiple R-squared: 0.652, Adjusted R-squared: 0.6374
## F-statistic: 44.81 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48215
## "Hidalgo County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.076157 -0.016964 -0.000028 0.016973 0.116800
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.024e-01 5.967e-03 33.926 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.022e-06 1.056e-05 -0.097 0.922942
## confirmed_7dav_incidence_prop 7.492e-04 1.633e-04 4.588 6.70e-06 ***
## deaths_7dav_cumulative_prop -1.262e-04 2.013e-04 -0.627 0.531289
## deaths_7dav_incidence_prop -9.617e-04 2.717e-03 -0.354 0.723657
## EmergDec1 5.894e-02 1.216e-02 4.848 2.04e-06 ***
## GathRestrict1 1.060e-01 3.359e-02 3.156 0.001769 **
## SchoolClose1 -2.780e-03 1.112e-02 -0.250 0.802738
## BarRestrict1 4.458e-03 3.065e-02 0.145 0.884464
## PublicMask1 -7.930e-02 6.917e-03 -11.465 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.443e-02 6.857e-03 3.562 0.000431 ***
## weekend1 1.590e-02 3.632e-03 4.379 1.67e-05 ***
## holiday1 1.726e-02 9.626e-03 1.794 0.073926 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02815 on 287 degrees of freedom
## Multiple R-squared: 0.7566, Adjusted R-squared: 0.7465
## F-statistic: 74.36 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48217
## "Hill County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.062079 -0.016464 -0.001794 0.015966 0.152611
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.045e-01 5.821e-03 35.124 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.896e-05 6.710e-06 4.316 2.19e-05 ***
## confirmed_7dav_incidence_prop 1.579e-04 1.106e-04 1.428 0.15444
## deaths_7dav_cumulative_prop -1.895e-03 3.845e-04 -4.929 1.40e-06 ***
## deaths_7dav_incidence_prop 1.109e-02 4.711e-03 2.354 0.01926 *
## EmergDec1 4.273e-02 1.186e-02 3.603 0.00037 ***
## GathRestrict1 3.483e-02 3.155e-02 1.104 0.27044
## SchoolClose1 1.679e-02 6.483e-03 2.589 0.01011 *
## BarRestrict1 -1.903e-02 2.987e-02 -0.637 0.52463
## PublicMask1 -3.984e-02 6.714e-03 -5.934 8.51e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.787e-02 6.536e-03 2.734 0.00665 **
## weekend1 4.186e-02 3.544e-03 11.809 < 2e-16 ***
## holiday1 2.932e-02 9.391e-03 3.122 0.00198 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02746 on 287 degrees of freedom
## Multiple R-squared: 0.6352, Adjusted R-squared: 0.6199
## F-statistic: 41.64 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48219
## "Hockley County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.086552 -0.020478 -0.003952 0.018093 0.150800
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.866e-01 6.601e-03 28.267 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.555e-05 1.243e-05 1.251 0.211846
## confirmed_7dav_incidence_prop 1.368e-04 1.476e-04 0.927 0.354766
## deaths_7dav_cumulative_prop -3.179e-04 2.501e-04 -1.271 0.204779
## deaths_7dav_incidence_prop -1.796e-03 2.942e-03 -0.610 0.542169
## EmergDec1 4.622e-02 1.345e-02 3.437 0.000675 ***
## GathRestrict1 5.382e-02 3.590e-02 1.499 0.135011
## SchoolClose1 2.823e-02 8.237e-03 3.428 0.000698 ***
## BarRestrict1 -5.132e-02 3.387e-02 -1.515 0.130833
## PublicMask1 -3.203e-02 7.617e-03 -4.206 3.48e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.851e-02 7.398e-03 2.502 0.012899 *
## weekend1 4.242e-02 4.017e-03 10.558 < 2e-16 ***
## holiday1 3.170e-02 1.068e-02 2.968 0.003253 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03113 on 287 degrees of freedom
## Multiple R-squared: 0.5396, Adjusted R-squared: 0.5203
## F-statistic: 28.03 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48221
## "Hood County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.080418 -0.015689 -0.003152 0.014674 0.134347
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.151e-01 5.733e-03 37.520 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.798e-05 2.681e-05 1.417 0.157693
## confirmed_7dav_incidence_prop 4.674e-04 2.885e-04 1.620 0.106381
## deaths_7dav_cumulative_prop -1.326e-03 7.414e-04 -1.789 0.074717 .
## deaths_7dav_incidence_prop -6.339e-04 5.634e-03 -0.113 0.910493
## EmergDec1 8.319e-02 1.168e-02 7.122 8.56e-12 ***
## GathRestrict1 -8.434e-03 3.194e-02 -0.264 0.791943
## SchoolClose1 3.094e-02 9.391e-03 3.294 0.001111 **
## BarRestrict1 4.081e-03 2.944e-02 0.139 0.889852
## PublicMask1 -6.325e-02 6.907e-03 -9.158 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.935e-02 6.450e-03 3.000 0.002933 **
## weekend1 4.114e-02 3.489e-03 11.790 < 2e-16 ***
## holiday1 3.654e-02 9.265e-03 3.944 0.000101 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02704 on 287 degrees of freedom
## Multiple R-squared: 0.728, Adjusted R-squared: 0.7167
## F-statistic: 64.02 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48223
## "Hopkins County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.094157 -0.017787 -0.002071 0.014867 0.154204
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.976e-01 5.979e-03 33.043 < 2e-16 ***
## confirmed_7dav_cumulative_prop -4.529e-05 3.084e-05 -1.468 0.1431
## confirmed_7dav_incidence_prop 4.817e-04 3.074e-04 1.567 0.1181
## deaths_7dav_cumulative_prop 5.638e-04 3.728e-04 1.512 0.1315
## deaths_7dav_incidence_prop -4.877e-03 2.813e-03 -1.734 0.0841 .
## EmergDec1 6.391e-02 1.218e-02 5.247 3.01e-07 ***
## GathRestrict1 5.903e-02 3.379e-02 1.747 0.0817 .
## SchoolClose1 -7.166e-03 1.116e-02 -0.642 0.5215
## BarRestrict1 -3.349e-02 3.071e-02 -1.091 0.2763
## PublicMask1 -5.908e-02 7.000e-03 -8.440 1.58e-15 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.633e-02 6.961e-03 2.346 0.0196 *
## weekend1 4.022e-02 3.639e-03 11.052 < 2e-16 ***
## holiday1 2.205e-02 9.670e-03 2.281 0.0233 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0282 on 287 degrees of freedom
## Multiple R-squared: 0.6514, Adjusted R-squared: 0.6369
## F-statistic: 44.7 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48225
## "Houston County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.086408 -0.015840 -0.001964 0.012638 0.140049
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.111e-01 5.778e-03 36.524 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.850e-05 1.129e-05 2.525 0.012111 *
## confirmed_7dav_incidence_prop -5.565e-05 1.270e-04 -0.438 0.661702
## deaths_7dav_cumulative_prop -1.002e-03 2.793e-04 -3.589 0.000391 ***
## deaths_7dav_incidence_prop -3.352e-03 3.485e-03 -0.962 0.336964
## EmergDec1 5.521e-02 1.177e-02 4.690 4.24e-06 ***
## GathRestrict1 3.609e-02 3.170e-02 1.139 0.255831
## SchoolClose1 9.400e-03 7.936e-03 1.184 0.237204
## BarRestrict1 -3.343e-02 2.986e-02 -1.120 0.263784
## PublicMask1 -4.184e-02 7.292e-03 -5.739 2.42e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.835e-02 7.594e-03 3.733 0.000228 ***
## weekend1 3.921e-02 3.517e-03 11.150 < 2e-16 ***
## holiday1 3.021e-02 9.334e-03 3.237 0.001351 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02726 on 287 degrees of freedom
## Multiple R-squared: 0.6326, Adjusted R-squared: 0.6172
## F-statistic: 41.17 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48227
## "Howard County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.054193 -0.019636 -0.002251 0.014110 0.160459
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.930e-01 5.794e-03 33.312 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.142e-06 9.018e-06 0.459 0.646352
## confirmed_7dav_incidence_prop 1.267e-04 7.000e-05 1.810 0.071387 .
## deaths_7dav_cumulative_prop -3.003e-04 4.987e-04 -0.602 0.547505
## deaths_7dav_incidence_prop 6.673e-04 3.248e-03 0.205 0.837399
## EmergDec1 2.583e-02 1.180e-02 2.188 0.029468 *
## GathRestrict1 2.139e-02 3.122e-02 0.685 0.493894
## SchoolClose1 1.231e-02 5.282e-03 2.331 0.020469 *
## BarRestrict1 -2.068e-02 2.972e-02 -0.696 0.487151
## PublicMask1 -7.064e-03 6.697e-03 -1.055 0.292427
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.780e-02 6.496e-03 4.280 2.55e-05 ***
## weekend1 4.215e-02 3.527e-03 11.951 < 2e-16 ***
## holiday1 3.486e-02 9.364e-03 3.723 0.000237 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02733 on 287 degrees of freedom
## Multiple R-squared: 0.5114, Adjusted R-squared: 0.491
## F-statistic: 25.04 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48229
## "Hudspeth County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.18311 -0.04721 -0.00883 0.04227 0.24260
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.546e-01 1.619e-02 15.728 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.401e-05 7.561e-06 5.821 1.57e-08 ***
## confirmed_7dav_incidence_prop 3.645e-04 1.417e-04 2.573 0.0106 *
## deaths_7dav_cumulative_prop -4.180e-03 5.795e-04 -7.213 4.89e-12 ***
## deaths_7dav_incidence_prop 5.480e-03 4.331e-03 1.265 0.2068
## EmergDec1 4.136e-02 3.298e-02 1.254 0.2108
## GathRestrict1 1.766e-01 8.999e-02 1.963 0.0507 .
## SchoolClose1 -1.113e-01 2.678e-02 -4.155 4.30e-05 ***
## BarRestrict1 -8.583e-02 8.302e-02 -1.034 0.3021
## PublicMask1 1.193e-02 1.863e-02 0.640 0.5226
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -8.790e-03 1.809e-02 -0.486 0.6275
## weekend1 3.974e-02 9.852e-03 4.034 7.03e-05 ***
## holiday1 -6.203e-03 2.608e-02 -0.238 0.8122
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.07635 on 287 degrees of freedom
## Multiple R-squared: 0.2686, Adjusted R-squared: 0.2381
## F-statistic: 8.785 on 12 and 287 DF, p-value: 2.76e-14
##
## 48231
## "Hunt County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.065717 -0.015072 -0.001981 0.015298 0.150022
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.046e-01 5.329e-03 38.383 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.784e-05 1.834e-05 2.608 0.009586 **
## confirmed_7dav_incidence_prop -3.324e-04 3.481e-04 -0.955 0.340399
## deaths_7dav_cumulative_prop -2.231e-03 6.667e-04 -3.346 0.000929 ***
## deaths_7dav_incidence_prop 3.759e-03 5.992e-03 0.627 0.530926
## EmergDec1 7.033e-02 1.086e-02 6.478 4.04e-10 ***
## GathRestrict1 1.230e-02 2.947e-02 0.417 0.676794
## SchoolClose1 2.368e-02 8.275e-03 2.862 0.004524 **
## BarRestrict1 -9.053e-03 2.740e-02 -0.330 0.741324
## PublicMask1 -5.018e-02 6.238e-03 -8.044 2.30e-14 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.060e-02 6.226e-03 3.309 0.001054 **
## weekend1 3.115e-02 3.244e-03 9.603 < 2e-16 ***
## holiday1 2.390e-02 8.593e-03 2.781 0.005774 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02514 on 287 degrees of freedom
## Multiple R-squared: 0.7089, Adjusted R-squared: 0.6967
## F-statistic: 58.23 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48233
## "Hutchinson County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.089611 -0.020201 -0.004368 0.014582 0.197748
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.864e-01 7.163e-03 26.023 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.252e-05 1.435e-05 2.962 0.00331 **
## confirmed_7dav_incidence_prop -4.503e-04 2.128e-04 -2.115 0.03525 *
## deaths_7dav_cumulative_prop -7.385e-04 3.085e-04 -2.394 0.01732 *
## deaths_7dav_incidence_prop 3.469e-03 3.110e-03 1.115 0.26560
## EmergDec1 4.453e-02 1.459e-02 3.051 0.00249 **
## GathRestrict1 3.171e-02 3.864e-02 0.821 0.41245
## SchoolClose1 2.813e-02 6.588e-03 4.270 2.66e-05 ***
## BarRestrict1 -2.782e-02 3.680e-02 -0.756 0.45034
## PublicMask1 -5.425e-02 8.394e-03 -6.462 4.41e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.883e-02 8.093e-03 4.798 2.58e-06 ***
## weekend1 4.608e-02 4.360e-03 10.569 < 2e-16 ***
## holiday1 3.708e-02 1.166e-02 3.181 0.00163 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03378 on 287 degrees of freedom
## Multiple R-squared: 0.6165, Adjusted R-squared: 0.6005
## F-statistic: 38.46 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48235
## "Irion County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.113048 -0.035032 0.001296 0.031661 0.127237
##
## Coefficients: (3 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.763e-01 1.030e-02 17.110 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.203e-05 1.042e-05 -2.114 0.0354 *
## confirmed_7dav_incidence_prop 4.002e-05 1.764e-04 0.227 0.8207
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 2.559e-02 2.099e-02 1.219 0.2238
## GathRestrict1 1.040e-01 5.573e-02 1.867 0.0630 .
## SchoolClose1 -2.110e-02 1.057e-02 -1.996 0.0469 *
## BarRestrict1 -4.788e-02 5.284e-02 -0.906 0.3656
## PublicMask1 -3.025e-02 1.186e-02 -2.550 0.0113 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 6.888e-05 1.152e-02 0.006 0.9952
## weekend1 4.678e-02 6.270e-03 7.462 1.01e-12 ***
## holiday1 1.646e-02 1.660e-02 0.991 0.3223
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04859 on 289 degrees of freedom
## Multiple R-squared: 0.2445, Adjusted R-squared: 0.2183
## F-statistic: 9.352 on 10 and 289 DF, p-value: 1.929e-13
##
## 48237
## "Jack County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.115452 -0.020958 -0.002196 0.018231 0.176243
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.919e-01 6.925e-03 27.708 < 2e-16 ***
## confirmed_7dav_cumulative_prop -4.875e-06 8.537e-06 -0.571 0.568434
## confirmed_7dav_incidence_prop 4.077e-05 1.699e-04 0.240 0.810563
## deaths_7dav_cumulative_prop 1.657e-04 3.593e-04 0.461 0.644917
## deaths_7dav_incidence_prop -2.470e-03 2.804e-03 -0.881 0.379061
## EmergDec1 5.948e-02 1.411e-02 4.216 3.34e-05 ***
## GathRestrict1 2.121e-02 3.751e-02 0.565 0.572228
## SchoolClose1 9.907e-03 7.648e-03 1.295 0.196224
## BarRestrict1 -2.482e-02 3.553e-02 -0.698 0.485499
## PublicMask1 -4.526e-02 7.978e-03 -5.672 3.43e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.253e-02 7.730e-03 2.914 0.003850 **
## weekend1 3.887e-02 4.216e-03 9.220 < 2e-16 ***
## holiday1 4.181e-02 1.119e-02 3.736 0.000225 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03266 on 287 degrees of freedom
## Multiple R-squared: 0.5475, Adjusted R-squared: 0.5286
## F-statistic: 28.94 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48239
## "Jackson County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.057772 -0.017603 -0.002118 0.013641 0.147083
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.797e-01 5.891e-03 30.513 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.331e-06 4.484e-06 0.297 0.766759
## confirmed_7dav_incidence_prop 3.827e-05 9.799e-05 0.391 0.696408
## deaths_7dav_cumulative_prop -3.494e-04 2.029e-04 -1.722 0.086171 .
## deaths_7dav_incidence_prop -1.136e-03 2.404e-03 -0.473 0.636751
## EmergDec1 2.668e-02 1.200e-02 2.223 0.027004 *
## GathRestrict1 5.148e-02 3.335e-02 1.544 0.123763
## SchoolClose1 -6.207e-04 1.128e-02 -0.055 0.956171
## BarRestrict1 -1.769e-02 3.023e-02 -0.585 0.559028
## PublicMask1 -2.820e-02 6.866e-03 -4.107 5.24e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.556e-02 6.672e-03 3.831 0.000157 ***
## weekend1 4.235e-02 3.585e-03 11.813 < 2e-16 ***
## holiday1 3.050e-02 9.514e-03 3.206 0.001497 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02779 on 287 degrees of freedom
## Multiple R-squared: 0.6275, Adjusted R-squared: 0.6119
## F-statistic: 40.29 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48241
## "Jasper County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.085641 -0.017601 -0.002803 0.014672 0.140230
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.994e-01 6.309e-03 31.601 < 2e-16 ***
## confirmed_7dav_cumulative_prop -5.295e-05 3.140e-05 -1.687 0.09277 .
## confirmed_7dav_incidence_prop 2.434e-04 2.044e-04 1.191 0.23475
## deaths_7dav_cumulative_prop 3.681e-04 3.155e-04 1.167 0.24418
## deaths_7dav_incidence_prop 2.770e-03 3.904e-03 0.709 0.47859
## EmergDec1 2.488e-02 1.285e-02 1.936 0.05387 .
## GathRestrict1 4.661e-02 3.780e-02 1.233 0.21863
## SchoolClose1 -1.217e-03 1.761e-02 -0.069 0.94497
## BarRestrict1 9.591e-05 3.241e-02 0.003 0.99764
## PublicMask1 -3.792e-02 7.401e-03 -5.123 5.53e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.894e-02 7.196e-03 2.631 0.00896 **
## weekend1 4.140e-02 3.840e-03 10.780 < 2e-16 ***
## holiday1 2.881e-02 1.017e-02 2.832 0.00495 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02976 on 287 degrees of freedom
## Multiple R-squared: 0.6315, Adjusted R-squared: 0.6161
## F-statistic: 40.99 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48243
## "Jeff Davis County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.170082 -0.035552 -0.002586 0.037906 0.241651
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.606e-01 1.254e-02 20.783 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.960e-05 1.577e-05 -1.877 0.0616 .
## confirmed_7dav_incidence_prop 2.822e-04 2.294e-04 1.230 0.2197
## deaths_7dav_cumulative_prop 5.065e-04 1.015e-03 0.499 0.6180
## deaths_7dav_incidence_prop 1.362e-02 5.401e-03 2.521 0.0122 *
## EmergDec1 -4.025e-02 2.555e-02 -1.575 0.1163
## GathRestrict1 -3.894e-02 6.778e-02 -0.574 0.5661
## SchoolClose1 1.583e-02 1.231e-02 1.286 0.1994
## BarRestrict1 9.841e-02 6.434e-02 1.529 0.1272
## PublicMask1 -8.587e-03 1.443e-02 -0.595 0.5524
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.118e-02 1.400e-02 0.798 0.4254
## weekend1 5.862e-02 7.633e-03 7.680 2.51e-13 ***
## holiday1 4.120e-02 2.026e-02 2.033 0.0429 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05915 on 287 degrees of freedom
## Multiple R-squared: 0.278, Adjusted R-squared: 0.2478
## F-statistic: 9.207 on 12 and 287 DF, p-value: 5.166e-15
##
## 48245
## "Jefferson County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.162158 -0.015067 -0.000392 0.017061 0.096681
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.219e-01 5.904e-03 37.589 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.781e-05 1.240e-05 1.436 0.15205
## confirmed_7dav_incidence_prop 4.280e-04 1.964e-04 2.180 0.03010 *
## deaths_7dav_cumulative_prop -1.290e-03 5.684e-04 -2.269 0.02401 *
## deaths_7dav_incidence_prop -1.119e-02 1.190e-02 -0.941 0.34765
## EmergDec1 3.066e-02 1.203e-02 2.549 0.01133 *
## GathRestrict1 3.312e-02 3.375e-02 0.981 0.32724
## SchoolClose1 2.384e-02 1.246e-02 1.914 0.05664 .
## BarRestrict1 -7.369e-03 3.035e-02 -0.243 0.80830
## PublicMask1 -3.245e-02 7.353e-03 -4.413 1.45e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.342e-02 7.178e-03 4.656 4.94e-06 ***
## weekend1 3.541e-02 3.593e-03 9.855 < 2e-16 ***
## holiday1 2.487e-02 9.528e-03 2.611 0.00951 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02785 on 287 degrees of freedom
## Multiple R-squared: 0.6732, Adjusted R-squared: 0.6596
## F-statistic: 49.27 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48247
## "Jim Hogg County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.092977 -0.026861 -0.003691 0.024572 0.118482
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.654e-01 8.504e-03 19.455 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.751e-05 1.369e-05 2.010 0.04542 *
## confirmed_7dav_incidence_prop 3.851e-04 1.768e-04 2.178 0.03025 *
## deaths_7dav_cumulative_prop -8.808e-04 3.185e-04 -2.765 0.00606 **
## deaths_7dav_incidence_prop 1.275e-03 1.953e-03 0.653 0.51446
## EmergDec1 3.217e-02 1.733e-02 1.857 0.06432 .
## GathRestrict1 7.457e-02 4.631e-02 1.610 0.10846
## SchoolClose1 9.337e-04 9.992e-03 0.093 0.92561
## BarRestrict1 -3.235e-03 4.362e-02 -0.074 0.94093
## PublicMask1 -4.369e-02 9.873e-03 -4.425 1.37e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.977e-02 9.608e-03 2.057 0.04055 *
## weekend1 4.013e-02 5.176e-03 7.753 1.57e-13 ***
## holiday1 3.821e-02 1.374e-02 2.780 0.00579 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04011 on 287 degrees of freedom
## Multiple R-squared: 0.4659, Adjusted R-squared: 0.4435
## F-statistic: 20.86 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48249
## "Jim Wells County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.055330 -0.019548 0.000359 0.016755 0.115939
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.995e-01 5.903e-03 33.790 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.829e-05 7.443e-06 2.458 0.014565 *
## confirmed_7dav_incidence_prop 1.346e-04 1.037e-04 1.299 0.195079
## deaths_7dav_cumulative_prop -8.112e-04 2.121e-04 -3.824 0.000161 ***
## deaths_7dav_incidence_prop -4.221e-04 3.006e-03 -0.140 0.888425
## EmergDec1 3.292e-02 1.203e-02 2.737 0.006580 **
## GathRestrict1 6.986e-02 3.294e-02 2.121 0.034790 *
## SchoolClose1 -2.643e-04 1.028e-02 -0.026 0.979511
## BarRestrict1 -6.492e-03 3.034e-02 -0.214 0.830719
## PublicMask1 -4.156e-02 6.833e-03 -6.082 3.77e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.656e-02 6.726e-03 2.461 0.014426 *
## weekend1 3.000e-02 3.593e-03 8.349 2.96e-15 ***
## holiday1 2.742e-02 9.578e-03 2.863 0.004509 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02784 on 287 degrees of freedom
## Multiple R-squared: 0.5948, Adjusted R-squared: 0.5779
## F-statistic: 35.11 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48251
## "Johnson County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.083216 -0.017963 -0.000745 0.015744 0.141699
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.965e-01 5.647e-03 34.795 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.856e-05 2.053e-05 -1.391 0.16536
## confirmed_7dav_incidence_prop 4.472e-04 1.940e-04 2.305 0.02189 *
## deaths_7dav_cumulative_prop 7.704e-04 9.933e-04 0.776 0.43864
## deaths_7dav_incidence_prop 5.970e-03 7.491e-03 0.797 0.42613
## EmergDec1 7.401e-02 1.151e-02 6.432 5.25e-10 ***
## GathRestrict1 3.897e-02 3.091e-02 1.261 0.20844
## SchoolClose1 1.027e-02 7.457e-03 1.378 0.16936
## BarRestrict1 -1.019e-02 2.899e-02 -0.351 0.72552
## PublicMask1 -6.243e-02 6.529e-03 -9.562 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.157e-02 6.636e-03 3.250 0.00129 **
## weekend1 3.507e-02 3.437e-03 10.203 < 2e-16 ***
## holiday1 2.844e-02 9.120e-03 3.119 0.00200 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02664 on 287 degrees of freedom
## Multiple R-squared: 0.7388, Adjusted R-squared: 0.7278
## F-statistic: 67.64 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48253
## "Jones County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.067879 -0.019418 -0.003717 0.015965 0.193294
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.852e-01 6.446e-03 28.723 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.734e-06 2.383e-06 0.728 0.46748
## confirmed_7dav_incidence_prop -5.279e-05 1.964e-05 -2.688 0.00760 **
## deaths_7dav_cumulative_prop 7.627e-04 3.383e-04 2.254 0.02494 *
## deaths_7dav_incidence_prop -1.464e-02 5.329e-03 -2.746 0.00641 **
## EmergDec1 4.221e-02 1.313e-02 3.214 0.00146 **
## GathRestrict1 9.075e-04 3.462e-02 0.026 0.97911
## SchoolClose1 1.995e-02 4.998e-03 3.992 8.31e-05 ***
## BarRestrict1 8.544e-03 3.321e-02 0.257 0.79714
## PublicMask1 -4.687e-02 7.817e-03 -5.996 6.07e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.587e-02 7.870e-03 3.287 0.00114 **
## weekend1 4.131e-02 3.923e-03 10.529 < 2e-16 ***
## holiday1 3.405e-02 1.043e-02 3.266 0.00122 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03041 on 287 degrees of freedom
## Multiple R-squared: 0.6049, Adjusted R-squared: 0.5884
## F-statistic: 36.61 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48255
## "Karnes County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.06511 -0.01764 0.00078 0.01835 0.09595
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.703e-01 5.655e-03 30.108 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.043e-07 6.133e-06 -0.033 0.97345
## confirmed_7dav_incidence_prop 5.779e-05 3.809e-05 1.517 0.13032
## deaths_7dav_cumulative_prop -4.437e-04 2.848e-04 -1.558 0.12027
## deaths_7dav_incidence_prop -1.921e-03 2.518e-03 -0.763 0.44617
## EmergDec1 2.988e-02 1.152e-02 2.594 0.00998 **
## GathRestrict1 5.332e-02 3.235e-02 1.649 0.10034
## SchoolClose1 -1.499e-02 1.190e-02 -1.260 0.20866
## BarRestrict1 -5.210e-03 2.901e-02 -0.180 0.85759
## PublicMask1 -8.662e-03 6.519e-03 -1.329 0.18501
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -2.072e-03 6.350e-03 -0.326 0.74439
## weekend1 3.345e-02 3.442e-03 9.718 < 2e-16 ***
## holiday1 2.625e-02 9.120e-03 2.878 0.00430 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02667 on 287 degrees of freedom
## Multiple R-squared: 0.5057, Adjusted R-squared: 0.4851
## F-statistic: 24.47 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48257
## "Kaufman County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.090833 -0.018040 -0.000052 0.014340 0.158678
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.830e-01 6.155e-03 29.741 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.446e-05 1.540e-05 -0.939 0.3484
## confirmed_7dav_incidence_prop 5.149e-04 1.674e-04 3.076 0.0023 **
## deaths_7dav_cumulative_prop 3.029e-04 7.403e-04 0.409 0.6828
## deaths_7dav_incidence_prop -1.532e-04 7.779e-03 -0.020 0.9843
## EmergDec1 7.859e-02 1.254e-02 6.268 1.34e-09 ***
## GathRestrict1 4.714e-02 3.423e-02 1.377 0.1696
## SchoolClose1 1.420e-02 9.824e-03 1.446 0.1493
## BarRestrict1 -1.579e-02 3.159e-02 -0.500 0.6176
## PublicMask1 -6.211e-02 7.190e-03 -8.639 4.03e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.688e-02 7.063e-03 2.390 0.0175 *
## weekend1 3.255e-02 3.746e-03 8.690 2.82e-16 ***
## holiday1 2.385e-02 1.000e-02 2.385 0.0177 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02903 on 287 degrees of freedom
## Multiple R-squared: 0.6964, Adjusted R-squared: 0.6837
## F-statistic: 54.87 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48259
## "Kendall County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.111685 -0.017290 -0.004649 0.018274 0.152046
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.866e-01 7.020e-03 26.584 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.727e-05 3.601e-05 0.479 0.63196
## confirmed_7dav_incidence_prop -1.522e-05 3.240e-04 -0.047 0.96257
## deaths_7dav_cumulative_prop -1.297e-03 1.166e-03 -1.113 0.26684
## deaths_7dav_incidence_prop 1.691e-02 8.122e-03 2.082 0.03818 *
## EmergDec1 9.926e-02 1.430e-02 6.940 2.61e-11 ***
## GathRestrict1 9.960e-02 3.795e-02 2.625 0.00914 **
## SchoolClose1 1.856e-02 7.089e-03 2.619 0.00930 **
## BarRestrict1 -6.728e-02 3.606e-02 -1.866 0.06311 .
## PublicMask1 -8.103e-02 8.255e-03 -9.815 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.742e-02 8.006e-03 4.674 4.54e-06 ***
## weekend1 3.397e-02 4.272e-03 7.952 4.25e-14 ***
## holiday1 3.262e-02 1.134e-02 2.877 0.00432 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03311 on 287 degrees of freedom
## Multiple R-squared: 0.7488, Adjusted R-squared: 0.7383
## F-statistic: 71.31 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48261
## "Kenedy County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.167360 -0.052908 -0.007007 0.050655 0.271419
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.678e-01 1.723e-02 9.744 <2e-16 ***
## confirmed_7dav_cumulative_prop -7.816e-06 1.573e-05 -0.497 0.620
## confirmed_7dav_incidence_prop -2.313e-04 1.772e-04 -1.305 0.193
## deaths_7dav_cumulative_prop -4.960e-05 6.732e-05 -0.737 0.462
## deaths_7dav_incidence_prop 3.151e-04 6.831e-04 0.461 0.645
## EmergDec1 -1.795e-02 3.510e-02 -0.512 0.609
## GathRestrict1 8.821e-02 9.455e-02 0.933 0.352
## SchoolClose1 -5.855e-03 2.437e-02 -0.240 0.810
## BarRestrict1 -4.163e-02 8.837e-02 -0.471 0.638
## PublicMask1 -1.221e-03 1.984e-02 -0.062 0.951
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -2.951e-03 1.932e-02 -0.153 0.879
## weekend1 4.992e-03 1.048e-02 0.476 0.634
## holiday1 1.276e-02 2.779e-02 0.459 0.646
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.08125 on 287 degrees of freedom
## Multiple R-squared: 0.05112, Adjusted R-squared: 0.01145
## F-statistic: 1.289 on 12 and 287 DF, p-value: 0.2244
##
## 48263
## "Kent County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.158514 -0.042206 -0.000216 0.037326 0.210372
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.336e-01 1.342e-02 17.407 < 2e-16 ***
## confirmed_7dav_cumulative_prop -6.806e-05 1.301e-05 -5.229 3.29e-07 ***
## confirmed_7dav_incidence_prop 2.042e-04 2.033e-04 1.004 0.31600
## deaths_7dav_cumulative_prop 1.045e-03 2.474e-04 4.223 3.24e-05 ***
## deaths_7dav_incidence_prop -4.841e-05 1.497e-03 -0.032 0.97423
## EmergDec1 2.058e-02 2.734e-02 0.753 0.45223
## GathRestrict1 1.975e-01 7.285e-02 2.711 0.00711 **
## SchoolClose1 -7.668e-02 1.529e-02 -5.017 9.23e-07 ***
## BarRestrict1 -1.051e-01 6.887e-02 -1.526 0.12810
## PublicMask1 -2.960e-02 1.545e-02 -1.916 0.05633 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -2.063e-03 1.499e-02 -0.138 0.89060
## weekend1 3.527e-02 8.169e-03 4.318 2.17e-05 ***
## holiday1 1.155e-02 2.172e-02 0.532 0.59535
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.06331 on 287 degrees of freedom
## Multiple R-squared: 0.1777, Adjusted R-squared: 0.1433
## F-statistic: 5.168 on 12 and 287 DF, p-value: 7.565e-08
##
## 48265
## "Kerr County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.085659 -0.018325 -0.001345 0.016901 0.102276
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.292e-01 5.896e-03 38.868 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.556e-05 2.299e-05 -0.677 0.498857
## confirmed_7dav_incidence_prop 5.117e-04 2.159e-04 2.370 0.018456 *
## deaths_7dav_cumulative_prop -3.257e-04 8.325e-04 -0.391 0.695892
## deaths_7dav_incidence_prop 3.702e-03 5.843e-03 0.634 0.526834
## EmergDec1 4.868e-02 1.201e-02 4.052 6.54e-05 ***
## GathRestrict1 4.245e-02 3.259e-02 1.303 0.193788
## SchoolClose1 1.409e-02 8.763e-03 1.608 0.108851
## BarRestrict1 -2.105e-02 3.026e-02 -0.696 0.487199
## PublicMask1 -4.996e-02 6.818e-03 -7.327 2.40e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.379e-02 6.653e-03 5.079 6.82e-07 ***
## weekend1 5.229e-02 3.589e-03 14.572 < 2e-16 ***
## holiday1 3.434e-02 9.560e-03 3.592 0.000386 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02781 on 287 degrees of freedom
## Multiple R-squared: 0.7563, Adjusted R-squared: 0.7461
## F-statistic: 74.2 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48267
## "Kimble County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.083741 -0.020325 -0.000532 0.021587 0.128108
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.262e-01 7.520e-03 30.085 <2e-16 ***
## confirmed_7dav_cumulative_prop 1.098e-05 1.082e-05 1.014 0.3113
## confirmed_7dav_incidence_prop 1.129e-04 1.086e-04 1.040 0.2992
## deaths_7dav_cumulative_prop -7.744e-04 3.230e-04 -2.398 0.0171 *
## deaths_7dav_incidence_prop 1.622e-03 2.625e-03 0.618 0.5372
## EmergDec1 2.290e-02 1.532e-02 1.494 0.1362
## GathRestrict1 3.813e-02 4.055e-02 0.940 0.3479
## SchoolClose1 6.265e-03 7.104e-03 0.882 0.3785
## BarRestrict1 -2.881e-02 3.857e-02 -0.747 0.4557
## PublicMask1 -1.702e-02 8.662e-03 -1.965 0.0504 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.474e-02 8.403e-03 2.944 0.0035 **
## weekend1 4.272e-02 4.577e-03 9.334 <2e-16 ***
## holiday1 3.131e-02 1.212e-02 2.584 0.0103 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03547 on 287 degrees of freedom
## Multiple R-squared: 0.4362, Adjusted R-squared: 0.4126
## F-statistic: 18.5 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48269
## "King County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.15365 -0.07139 -0.01611 0.05329 0.28404
##
## Coefficients: (3 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.227e-01 1.847e-02 6.645 1.51e-10 ***
## confirmed_7dav_cumulative_prop 9.315e-05 2.921e-05 3.189 0.00158 **
## confirmed_7dav_incidence_prop 7.056e-06 4.825e-04 0.015 0.98834
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 6.940e-02 3.763e-02 1.844 0.06619 .
## GathRestrict1 1.759e-02 9.915e-02 0.177 0.85928
## SchoolClose1 -1.866e-03 1.420e-02 -0.131 0.89552
## BarRestrict1 -7.861e-02 9.476e-02 -0.830 0.40746
## PublicMask1 -1.792e-02 2.126e-02 -0.843 0.39987
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 9.339e-03 2.062e-02 0.453 0.65090
## weekend1 3.046e-02 1.124e-02 2.710 0.00714 **
## holiday1 1.166e-02 2.983e-02 0.391 0.69619
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.08713 on 289 degrees of freedom
## Multiple R-squared: 0.0856, Adjusted R-squared: 0.05396
## F-statistic: 2.705 on 10 and 289 DF, p-value: 0.00346
##
## 48271
## "Kinney County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.127459 -0.032716 0.000354 0.031075 0.159683
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.538e-01 1.097e-02 23.137 < 2e-16 ***
## confirmed_7dav_cumulative_prop -6.837e-06 9.591e-06 -0.713 0.476506
## confirmed_7dav_incidence_prop 1.439e-04 2.273e-04 0.633 0.527249
## deaths_7dav_cumulative_prop -1.412e-04 4.079e-04 -0.346 0.729560
## deaths_7dav_incidence_prop -4.268e-03 3.361e-03 -1.270 0.205165
## EmergDec1 7.468e-02 2.235e-02 3.342 0.000943 ***
## GathRestrict1 6.269e-02 5.928e-02 1.057 0.291174
## SchoolClose1 1.931e-02 1.086e-02 1.777 0.076585 .
## BarRestrict1 -9.509e-02 5.627e-02 -1.690 0.092119 .
## PublicMask1 -2.792e-02 1.263e-02 -2.212 0.027777 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 8.473e-03 1.225e-02 0.692 0.489660
## weekend1 1.453e-02 6.676e-03 2.177 0.030322 *
## holiday1 2.258e-02 1.772e-02 1.274 0.203553
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05174 on 287 degrees of freedom
## Multiple R-squared: 0.2614, Adjusted R-squared: 0.2305
## F-statistic: 8.465 on 12 and 287 DF, p-value: 9.885e-14
##
## 48273
## "Kleberg County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.080882 -0.016277 -0.001117 0.016669 0.089594
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.943e-01 5.495e-03 35.368 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.722e-05 9.723e-06 2.799 0.005466 **
## confirmed_7dav_incidence_prop 8.093e-05 8.444e-05 0.958 0.338625
## deaths_7dav_cumulative_prop -7.253e-04 1.662e-04 -4.365 1.78e-05 ***
## deaths_7dav_incidence_prop -4.019e-03 2.074e-03 -1.938 0.053581 .
## EmergDec1 4.080e-02 1.120e-02 3.644 0.000318 ***
## GathRestrict1 7.971e-02 3.080e-02 2.588 0.010135 *
## SchoolClose1 -1.037e-02 9.596e-03 -1.080 0.280899
## BarRestrict1 -5.007e-03 2.822e-02 -0.177 0.859316
## PublicMask1 -3.603e-02 6.342e-03 -5.680 3.29e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.302e-02 6.224e-03 3.699 0.000259 ***
## weekend1 3.340e-02 3.345e-03 9.986 < 2e-16 ***
## holiday1 2.272e-02 8.927e-03 2.545 0.011458 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02592 on 287 degrees of freedom
## Multiple R-squared: 0.668, Adjusted R-squared: 0.6542
## F-statistic: 48.13 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48275
## "Knox County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.085585 -0.027003 -0.003624 0.023905 0.209714
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.860e-01 9.310e-03 19.984 < 2e-16 ***
## confirmed_7dav_cumulative_prop -9.246e-06 7.281e-06 -1.270 0.2051
## confirmed_7dav_incidence_prop 5.609e-04 1.240e-04 4.524 8.90e-06 ***
## deaths_7dav_cumulative_prop 3.013e-05 7.388e-05 0.408 0.6837
## deaths_7dav_incidence_prop 7.605e-04 9.993e-04 0.761 0.4472
## EmergDec1 2.876e-02 1.897e-02 1.516 0.1305
## GathRestrict1 1.419e-02 5.146e-02 0.276 0.7830
## SchoolClose1 5.913e-03 1.411e-02 0.419 0.6756
## BarRestrict1 -1.331e-02 4.775e-02 -0.279 0.7807
## PublicMask1 -7.705e-03 1.072e-02 -0.719 0.4728
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.420e-02 1.041e-02 2.326 0.0207 *
## weekend1 3.606e-02 5.666e-03 6.364 7.75e-10 ***
## holiday1 3.284e-02 1.503e-02 2.185 0.0297 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04391 on 287 degrees of freedom
## Multiple R-squared: 0.2926, Adjusted R-squared: 0.263
## F-statistic: 9.893 on 12 and 287 DF, p-value: 3.5e-16
##
## 48277
## "Lamar County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.071681 -0.014475 -0.000145 0.013545 0.132298
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.034e-01 5.298e-03 38.395 < 2e-16 ***
## confirmed_7dav_cumulative_prop -9.621e-06 6.298e-06 -1.528 0.12769
## confirmed_7dav_incidence_prop -8.408e-05 1.351e-04 -0.622 0.53415
## deaths_7dav_cumulative_prop 1.107e-04 1.449e-04 0.764 0.44559
## deaths_7dav_incidence_prop -5.478e-03 3.004e-03 -1.824 0.06921 .
## EmergDec1 5.242e-02 1.079e-02 4.856 1.97e-06 ***
## GathRestrict1 3.726e-02 2.899e-02 1.285 0.19984
## SchoolClose1 -1.426e-03 6.900e-03 -0.207 0.83639
## BarRestrict1 -2.869e-02 2.727e-02 -1.052 0.29371
## PublicMask1 -3.359e-02 6.520e-03 -5.153 4.78e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.734e-02 6.259e-03 4.369 1.75e-05 ***
## weekend1 3.775e-02 3.225e-03 11.707 < 2e-16 ***
## holiday1 2.512e-02 8.553e-03 2.936 0.00359 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02499 on 287 degrees of freedom
## Multiple R-squared: 0.6527, Adjusted R-squared: 0.6382
## F-statistic: 44.95 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48279
## "Lamb County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.070052 -0.024087 -0.002883 0.020040 0.181308
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.000e-01 6.911e-03 28.939 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.775e-05 7.155e-06 2.481 0.013687 *
## confirmed_7dav_incidence_prop -1.227e-04 1.240e-04 -0.989 0.323255
## deaths_7dav_cumulative_prop -4.003e-04 1.281e-04 -3.125 0.001957 **
## deaths_7dav_incidence_prop 3.022e-03 1.318e-03 2.292 0.022614 *
## EmergDec1 4.111e-02 1.408e-02 2.919 0.003785 **
## GathRestrict1 1.841e-02 3.766e-02 0.489 0.625256
## SchoolClose1 1.131e-02 8.409e-03 1.345 0.179567
## BarRestrict1 -1.361e-02 3.546e-02 -0.384 0.701383
## PublicMask1 -2.357e-02 7.970e-03 -2.957 0.003363 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.912e-02 7.737e-03 3.763 0.000203 ***
## weekend1 4.596e-02 4.207e-03 10.926 < 2e-16 ***
## holiday1 3.426e-02 1.115e-02 3.072 0.002330 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0326 on 287 degrees of freedom
## Multiple R-squared: 0.5566, Adjusted R-squared: 0.5381
## F-statistic: 30.02 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48281
## "Lampasas County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.091858 -0.017961 -0.002715 0.016924 0.120534
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.195e-01 6.186e-03 35.486 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.465e-05 1.331e-05 1.853 0.064948 .
## confirmed_7dav_incidence_prop 3.427e-04 2.851e-04 1.202 0.230273
## deaths_7dav_cumulative_prop -1.007e-03 4.535e-04 -2.221 0.027133 *
## deaths_7dav_incidence_prop 1.465e-03 5.806e-03 0.252 0.800944
## EmergDec1 6.097e-02 1.260e-02 4.838 2.15e-06 ***
## GathRestrict1 4.073e-03 3.381e-02 0.120 0.904197
## SchoolClose1 2.899e-02 8.007e-03 3.620 0.000348 ***
## BarRestrict1 -3.031e-03 3.173e-02 -0.096 0.923979
## PublicMask1 -5.384e-02 7.143e-03 -7.537 6.35e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.830e-02 6.919e-03 2.645 0.008621 **
## weekend1 5.001e-02 3.766e-03 13.281 < 2e-16 ***
## holiday1 3.604e-02 9.984e-03 3.610 0.000362 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02918 on 287 degrees of freedom
## Multiple R-squared: 0.6994, Adjusted R-squared: 0.6868
## F-statistic: 55.65 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48283
## "La Salle County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.087923 -0.023378 0.001106 0.020350 0.145681
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.826e-01 7.245e-03 25.211 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.094e-05 6.973e-06 1.569 0.1177
## confirmed_7dav_incidence_prop 3.554e-05 3.288e-05 1.081 0.2807
## deaths_7dav_cumulative_prop -2.034e-04 4.840e-05 -4.203 3.52e-05 ***
## deaths_7dav_incidence_prop 1.943e-03 1.241e-03 1.566 0.1185
## EmergDec1 3.587e-02 1.476e-02 2.430 0.0157 *
## GathRestrict1 2.537e-02 4.857e-02 0.522 0.6018
## SchoolClose1 5.249e-02 2.972e-02 1.766 0.0785 .
## BarRestrict1 -2.877e-02 3.718e-02 -0.774 0.4397
## PublicMask1 -4.528e-03 8.373e-03 -0.541 0.5891
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.147e-02 8.195e-03 1.400 0.1626
## weekend1 2.523e-02 4.410e-03 5.721 2.65e-08 ***
## holiday1 1.139e-02 1.171e-02 0.972 0.3318
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03417 on 287 degrees of freedom
## Multiple R-squared: 0.4443, Adjusted R-squared: 0.421
## F-statistic: 19.12 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48285
## "Lavaca County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.073752 -0.018205 -0.002091 0.016481 0.168730
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.717e-01 6.375e-03 26.927 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.544e-06 2.956e-06 -0.522 0.60198
## confirmed_7dav_incidence_prop 6.587e-05 5.633e-05 1.169 0.24325
## deaths_7dav_cumulative_prop -1.775e-04 9.048e-05 -1.962 0.05072 .
## deaths_7dav_incidence_prop 6.474e-04 1.505e-03 0.430 0.66733
## EmergDec1 5.878e-02 1.299e-02 4.526 8.83e-06 ***
## GathRestrict1 1.119e-01 3.544e-02 3.156 0.00177 **
## SchoolClose1 -3.450e-03 1.070e-02 -0.322 0.74743
## BarRestrict1 -7.796e-02 3.271e-02 -2.383 0.01782 *
## PublicMask1 -4.692e-02 7.364e-03 -6.371 7.43e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.747e-02 7.251e-03 2.410 0.01660 *
## weekend1 4.670e-02 3.880e-03 12.035 < 2e-16 ***
## holiday1 3.341e-02 1.028e-02 3.249 0.00130 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03007 on 287 degrees of freedom
## Multiple R-squared: 0.6714, Adjusted R-squared: 0.6577
## F-statistic: 48.87 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48287
## "Lee County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.090029 -0.020571 -0.001061 0.017236 0.156093
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.760e-01 6.738e-03 26.121 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.833e-05 2.389e-05 -1.605 0.109652
## confirmed_7dav_incidence_prop 1.275e-03 4.637e-04 2.749 0.006359 **
## deaths_7dav_cumulative_prop -1.200e-04 3.495e-04 -0.343 0.731508
## deaths_7dav_incidence_prop 6.451e-04 2.712e-03 0.238 0.812182
## EmergDec1 4.441e-02 1.373e-02 3.235 0.001359 **
## GathRestrict1 6.093e-02 3.728e-02 1.635 0.103221
## SchoolClose1 -1.378e-02 1.074e-02 -1.282 0.200768
## BarRestrict1 -2.725e-03 3.463e-02 -0.079 0.937345
## PublicMask1 -3.420e-02 7.916e-03 -4.320 2.15e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.685e-02 7.909e-03 3.395 0.000784 ***
## weekend1 4.374e-02 4.101e-03 10.666 < 2e-16 ***
## holiday1 3.730e-02 1.087e-02 3.432 0.000688 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03178 on 287 degrees of freedom
## Multiple R-squared: 0.6526, Adjusted R-squared: 0.638
## F-statistic: 44.92 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48289
## "Leon County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.086661 -0.018127 -0.001987 0.014620 0.153622
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.866e-01 6.467e-03 28.846 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.765e-06 2.144e-05 0.129 0.897505
## confirmed_7dav_incidence_prop 1.229e-04 2.677e-04 0.459 0.646628
## deaths_7dav_cumulative_prop -3.052e-04 4.801e-04 -0.636 0.525530
## deaths_7dav_incidence_prop 7.214e-03 4.943e-03 1.459 0.145561
## EmergDec1 4.518e-02 1.318e-02 3.429 0.000694 ***
## GathRestrict1 5.163e-02 3.611e-02 1.430 0.153814
## SchoolClose1 1.962e-02 1.123e-02 1.747 0.081676 .
## BarRestrict1 -2.350e-02 3.320e-02 -0.708 0.479712
## PublicMask1 -5.495e-02 7.575e-03 -7.255 3.77e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.190e-02 7.420e-03 1.604 0.109792
## weekend1 4.691e-02 3.937e-03 11.916 < 2e-16 ***
## holiday1 3.081e-02 1.044e-02 2.951 0.003425 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03051 on 287 degrees of freedom
## Multiple R-squared: 0.6361, Adjusted R-squared: 0.6209
## F-statistic: 41.81 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48291
## "Liberty County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.073713 -0.018501 -0.000602 0.016036 0.134232
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.930e-01 5.734e-03 33.653 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.992e-06 8.588e-06 0.814 0.41622
## confirmed_7dav_incidence_prop 3.885e-04 1.290e-04 3.012 0.00283 **
## deaths_7dav_cumulative_prop -4.894e-04 3.253e-04 -1.505 0.13350
## deaths_7dav_incidence_prop 5.063e-03 3.871e-03 1.308 0.19192
## EmergDec1 4.684e-02 1.168e-02 4.009 7.77e-05 ***
## GathRestrict1 4.888e-02 3.199e-02 1.528 0.12768
## SchoolClose1 1.093e-02 9.829e-03 1.112 0.26688
## BarRestrict1 -1.864e-02 2.943e-02 -0.633 0.52712
## PublicMask1 -5.462e-02 6.677e-03 -8.180 9.30e-15 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 4.313e-03 6.498e-03 0.664 0.50741
## weekend1 3.509e-02 3.490e-03 10.053 < 2e-16 ***
## holiday1 2.430e-02 9.252e-03 2.626 0.00910 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02705 on 287 degrees of freedom
## Multiple R-squared: 0.6037, Adjusted R-squared: 0.5871
## F-statistic: 36.43 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48293
## "Limestone County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.06350 -0.01722 -0.00146 0.01417 0.12859
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.060e-01 5.547e-03 37.130 < 2e-16 ***
## confirmed_7dav_cumulative_prop -6.957e-06 1.222e-05 -0.569 0.569606
## confirmed_7dav_incidence_prop 4.307e-04 2.033e-04 2.119 0.034937 *
## deaths_7dav_cumulative_prop 3.113e-04 4.471e-04 0.696 0.486847
## deaths_7dav_incidence_prop -1.224e-04 3.823e-03 -0.032 0.974489
## EmergDec1 3.741e-02 1.130e-02 3.310 0.001051 **
## GathRestrict1 1.387e-02 3.063e-02 0.453 0.650954
## SchoolClose1 2.262e-02 8.415e-03 2.688 0.007602 **
## BarRestrict1 -1.255e-03 2.846e-02 -0.044 0.964844
## PublicMask1 -3.834e-02 6.409e-03 -5.982 6.56e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.264e-02 6.352e-03 1.989 0.047603 *
## weekend1 3.898e-02 3.376e-03 11.546 < 2e-16 ***
## holiday1 3.226e-02 8.963e-03 3.599 0.000376 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02617 on 287 degrees of freedom
## Multiple R-squared: 0.5942, Adjusted R-squared: 0.5772
## F-statistic: 35.02 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48295
## "Lipscomb County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.100884 -0.028603 -0.002833 0.025689 0.178006
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.215e-01 9.510e-03 23.290 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.394e-06 5.895e-06 0.237 0.8132
## confirmed_7dav_incidence_prop 3.186e-05 1.376e-04 0.232 0.8171
## deaths_7dav_cumulative_prop 7.128e-04 2.903e-04 2.455 0.0147 *
## deaths_7dav_incidence_prop -3.083e-03 1.404e-03 -2.196 0.0289 *
## EmergDec1 2.272e-02 1.937e-02 1.173 0.2419
## GathRestrict1 -4.112e-02 5.112e-02 -0.804 0.4219
## SchoolClose1 4.815e-02 8.070e-03 5.967 7.09e-09 ***
## BarRestrict1 1.976e-02 4.880e-02 0.405 0.6858
## PublicMask1 -2.190e-02 1.096e-02 -1.997 0.0467 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 6.454e-02 1.063e-02 6.073 3.97e-09 ***
## weekend1 6.175e-02 5.788e-03 10.667 < 2e-16 ***
## holiday1 6.104e-02 1.538e-02 3.969 9.14e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04486 on 287 degrees of freedom
## Multiple R-squared: 0.5965, Adjusted R-squared: 0.5796
## F-statistic: 35.35 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48297
## "Live Oak County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.08327 -0.02047 -0.00295 0.01947 0.11561
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.846e-01 6.827e-03 27.041 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.042e-05 1.185e-05 3.410 0.000743 ***
## confirmed_7dav_incidence_prop -1.684e-04 1.201e-04 -1.402 0.161994
## deaths_7dav_cumulative_prop -1.939e-03 4.164e-04 -4.658 4.9e-06 ***
## deaths_7dav_incidence_prop -4.970e-03 3.498e-03 -1.421 0.156487
## EmergDec1 2.654e-02 1.391e-02 1.908 0.057382 .
## GathRestrict1 4.152e-02 3.791e-02 1.095 0.274376
## SchoolClose1 -5.368e-03 1.122e-02 -0.478 0.632763
## BarRestrict1 5.359e-04 3.503e-02 0.015 0.987803
## PublicMask1 -1.549e-02 7.889e-03 -1.964 0.050497 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.286e-02 7.681e-03 2.976 0.003167 **
## weekend1 4.222e-02 4.155e-03 10.161 < 2e-16 ***
## holiday1 4.722e-02 1.102e-02 4.285 2.5e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0322 on 287 degrees of freedom
## Multiple R-squared: 0.5081, Adjusted R-squared: 0.4875
## F-statistic: 24.7 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48299
## "Llano County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.080744 -0.018645 -0.001614 0.017589 0.113554
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.369e-01 6.039e-03 39.232 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.976e-06 2.794e-05 0.142 0.88692
## confirmed_7dav_incidence_prop 7.680e-04 4.398e-04 1.746 0.08183 .
## deaths_7dav_cumulative_prop -8.678e-04 1.472e-03 -0.590 0.55589
## deaths_7dav_incidence_prop 1.501e-02 8.715e-03 1.722 0.08618 .
## EmergDec1 3.888e-02 1.230e-02 3.160 0.00175 **
## GathRestrict1 5.013e-02 3.282e-02 1.528 0.12773
## SchoolClose1 8.224e-03 6.991e-03 1.176 0.24042
## BarRestrict1 -3.229e-02 3.100e-02 -1.042 0.29844
## PublicMask1 -5.485e-02 6.964e-03 -7.877 6.96e-14 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.597e-02 6.817e-03 3.810 0.00017 ***
## weekend1 4.411e-02 3.676e-03 12.001 < 2e-16 ***
## holiday1 3.241e-02 9.753e-03 3.323 0.00101 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02849 on 287 degrees of freedom
## Multiple R-squared: 0.635, Adjusted R-squared: 0.6197
## F-statistic: 41.6 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48301
## "Loving County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.07732 -0.02935 -0.00319 0.02382 0.20859
##
## Coefficients: (3 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 6.895e-02 8.921e-03 7.728 1.81e-13 ***
## confirmed_7dav_cumulative_prop -2.281e-05 1.628e-05 -1.401 0.1622
## confirmed_7dav_incidence_prop 1.154e-04 1.986e-04 0.581 0.5617
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 -1.255e-02 1.818e-02 -0.690 0.4905
## GathRestrict1 1.548e-02 4.785e-02 0.323 0.7466
## SchoolClose1 4.747e-03 6.508e-03 0.729 0.4663
## BarRestrict1 5.102e-03 4.576e-02 0.112 0.9113
## PublicMask1 3.465e-03 1.027e-02 0.337 0.7360
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -2.264e-02 9.958e-03 -2.274 0.0237 *
## weekend1 2.514e-03 5.430e-03 0.463 0.6437
## holiday1 -9.249e-04 1.439e-02 -0.064 0.9488
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04208 on 289 degrees of freedom
## Multiple R-squared: 0.05191, Adjusted R-squared: 0.0191
## F-statistic: 1.582 on 10 and 289 DF, p-value: 0.1112
##
## 48303
## "Lubbock County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.052073 -0.016609 -0.001937 0.013628 0.169491
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.989e-01 5.300e-03 37.519 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.649e-05 6.838e-06 3.875 0.000132 ***
## confirmed_7dav_incidence_prop -1.945e-04 1.291e-04 -1.506 0.133123
## deaths_7dav_cumulative_prop -2.296e-03 5.469e-04 -4.199 3.58e-05 ***
## deaths_7dav_incidence_prop 4.675e-03 7.742e-03 0.604 0.546424
## EmergDec1 4.467e-02 1.080e-02 4.137 4.63e-05 ***
## GathRestrict1 2.783e-02 2.934e-02 0.949 0.343563
## SchoolClose1 4.622e-02 7.520e-03 6.147 2.64e-09 ***
## BarRestrict1 -3.626e-02 2.738e-02 -1.324 0.186431
## PublicMask1 -1.166e-02 8.431e-03 -1.383 0.167891
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.081e-02 6.174e-03 4.989 1.05e-06 ***
## weekend1 3.348e-02 3.227e-03 10.376 < 2e-16 ***
## holiday1 2.443e-02 8.661e-03 2.821 0.005125 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.025 on 287 degrees of freedom
## Multiple R-squared: 0.673, Adjusted R-squared: 0.6593
## F-statistic: 49.22 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48305
## "Lynn County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.088750 -0.025410 -0.001311 0.022968 0.208993
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.732e-01 7.697e-03 22.502 < 2e-16 ***
## confirmed_7dav_cumulative_prop 8.593e-06 7.140e-06 1.203 0.22980
## confirmed_7dav_incidence_prop 8.177e-05 1.291e-04 0.634 0.52689
## deaths_7dav_cumulative_prop -3.135e-04 3.057e-04 -1.025 0.30601
## deaths_7dav_incidence_prop -2.034e-03 1.667e-03 -1.220 0.22330
## EmergDec1 6.328e-02 1.568e-02 4.035 7.00e-05 ***
## GathRestrict1 -1.128e-02 4.256e-02 -0.265 0.79128
## SchoolClose1 1.218e-02 1.167e-02 1.044 0.29735
## BarRestrict1 2.240e-02 3.952e-02 0.567 0.57133
## PublicMask1 -3.920e-02 9.578e-03 -4.092 5.55e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.243e-02 8.683e-03 2.583 0.01030 *
## weekend1 4.506e-02 4.685e-03 9.619 < 2e-16 ***
## holiday1 3.233e-02 1.244e-02 2.599 0.00984 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03631 on 287 degrees of freedom
## Multiple R-squared: 0.5147, Adjusted R-squared: 0.4944
## F-statistic: 25.36 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48307
## "McCulloch County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.067916 -0.019804 -0.002439 0.018089 0.150418
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.084e-01 6.198e-03 33.622 < 2e-16 ***
## confirmed_7dav_cumulative_prop -8.329e-06 9.572e-06 -0.870 0.38493
## confirmed_7dav_incidence_prop 1.230e-04 1.392e-04 0.883 0.37774
## deaths_7dav_cumulative_prop -5.872e-05 3.638e-04 -0.161 0.87190
## deaths_7dav_incidence_prop -2.789e-04 2.150e-03 -0.130 0.89689
## EmergDec1 1.017e-02 1.263e-02 0.805 0.42124
## GathRestrict1 4.854e-02 3.356e-02 1.446 0.14924
## SchoolClose1 8.936e-03 6.829e-03 1.308 0.19177
## BarRestrict1 -1.788e-02 3.182e-02 -0.562 0.57462
## PublicMask1 -3.130e-02 7.151e-03 -4.378 1.68e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.144e-02 6.950e-03 3.085 0.00223 **
## weekend1 3.722e-02 3.773e-03 9.864 < 2e-16 ***
## holiday1 2.951e-02 1.004e-02 2.940 0.00355 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02923 on 287 degrees of freedom
## Multiple R-squared: 0.5739, Adjusted R-squared: 0.5561
## F-statistic: 32.21 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48309
## "McLennan County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.057621 -0.015248 -0.001065 0.014057 0.109071
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.169e-01 4.758e-03 45.590 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.603e-05 1.371e-05 2.629 0.00903 **
## confirmed_7dav_incidence_prop 1.024e-04 1.576e-04 0.649 0.51666
## deaths_7dav_cumulative_prop -2.685e-03 8.386e-04 -3.202 0.00152 **
## deaths_7dav_incidence_prop 8.935e-03 9.231e-03 0.968 0.33391
## EmergDec1 5.490e-02 9.693e-03 5.664 3.58e-08 ***
## GathRestrict1 3.223e-02 2.656e-02 1.213 0.22594
## SchoolClose1 3.310e-02 7.727e-03 4.283 2.51e-05 ***
## BarRestrict1 -3.002e-02 2.447e-02 -1.227 0.22082
## PublicMask1 -4.643e-02 5.516e-03 -8.418 1.84e-15 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.780e-02 5.524e-03 5.032 8.56e-07 ***
## weekend1 3.061e-02 2.896e-03 10.571 < 2e-16 ***
## holiday1 2.275e-02 7.713e-03 2.949 0.00345 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02244 on 287 degrees of freedom
## Multiple R-squared: 0.7509, Adjusted R-squared: 0.7405
## F-statistic: 72.11 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48311
## "McMullen County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.132148 -0.030998 -0.003691 0.028460 0.193100
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.518e-01 1.021e-02 14.870 < 2e-16 ***
## confirmed_7dav_cumulative_prop -9.216e-06 7.636e-06 -1.207 0.228411
## confirmed_7dav_incidence_prop -3.212e-05 1.509e-04 -0.213 0.831610
## deaths_7dav_cumulative_prop 1.145e-04 1.298e-04 0.881 0.378797
## deaths_7dav_incidence_prop -4.119e-04 9.905e-04 -0.416 0.677847
## EmergDec1 5.059e-02 2.079e-02 2.433 0.015600 *
## GathRestrict1 9.363e-02 5.610e-02 1.669 0.096232 .
## SchoolClose1 -1.459e-02 1.488e-02 -0.980 0.327668
## BarRestrict1 -7.190e-02 5.235e-02 -1.373 0.170677
## PublicMask1 -1.442e-02 1.175e-02 -1.227 0.220699
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -7.372e-03 1.140e-02 -0.646 0.518488
## weekend1 2.141e-02 6.212e-03 3.446 0.000654 ***
## holiday1 1.216e-02 1.646e-02 0.739 0.460776
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04814 on 287 degrees of freedom
## Multiple R-squared: 0.1211, Adjusted R-squared: 0.08433
## F-statistic: 3.295 on 12 and 287 DF, p-value: 0.0001735
##
## 48313
## "Madison County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.08707 -0.02192 -0.00025 0.02054 0.10567
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.837e-01 6.515e-03 28.197 < 2e-16 ***
## confirmed_7dav_cumulative_prop -5.877e-06 4.392e-06 -1.338 0.18193
## confirmed_7dav_incidence_prop 2.433e-05 3.193e-05 0.762 0.44675
## deaths_7dav_cumulative_prop 2.293e-05 1.520e-04 0.151 0.88018
## deaths_7dav_incidence_prop 1.610e-03 2.722e-03 0.592 0.55449
## EmergDec1 6.271e-02 1.327e-02 4.724 3.62e-06 ***
## GathRestrict1 3.171e-02 3.868e-02 0.820 0.41313
## SchoolClose1 -9.530e-03 1.729e-02 -0.551 0.58203
## BarRestrict1 -1.072e-02 3.343e-02 -0.321 0.74861
## PublicMask1 -3.670e-02 7.521e-03 -4.880 1.76e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.347e-02 7.335e-03 1.837 0.06729 .
## weekend1 3.802e-02 3.966e-03 9.588 < 2e-16 ***
## holiday1 2.831e-02 1.051e-02 2.694 0.00747 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03073 on 287 degrees of freedom
## Multiple R-squared: 0.5211, Adjusted R-squared: 0.5011
## F-statistic: 26.02 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48315
## "Marion County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.07521 -0.01934 -0.00174 0.01509 0.12602
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.019e-01 6.391e-03 31.588 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.079e-06 2.720e-05 0.150 0.88089
## confirmed_7dav_incidence_prop 4.902e-04 2.154e-04 2.275 0.02362 *
## deaths_7dav_cumulative_prop 1.853e-04 2.224e-04 0.833 0.40546
## deaths_7dav_incidence_prop 1.559e-03 2.317e-03 0.673 0.50158
## EmergDec1 5.215e-02 1.302e-02 4.006 7.89e-05 ***
## GathRestrict1 7.455e-03 3.787e-02 0.197 0.84408
## SchoolClose1 1.945e-02 1.727e-02 1.126 0.26100
## BarRestrict1 -2.502e-03 3.282e-02 -0.076 0.93928
## PublicMask1 -5.501e-02 8.243e-03 -6.674 1.28e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.082e-02 7.277e-03 2.861 0.00453 **
## weekend1 3.624e-02 3.890e-03 9.317 < 2e-16 ***
## holiday1 2.000e-02 1.031e-02 1.940 0.05341 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03014 on 287 degrees of freedom
## Multiple R-squared: 0.526, Adjusted R-squared: 0.5062
## F-statistic: 26.54 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48317
## "Martin County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.087513 -0.020359 -0.001059 0.020416 0.214380
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.937e-01 7.246e-03 26.736 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.168e-06 5.568e-06 -0.389 0.6972
## confirmed_7dav_incidence_prop 2.430e-04 1.070e-04 2.271 0.0239 *
## deaths_7dav_cumulative_prop -1.499e-04 1.476e-04 -1.016 0.3106
## deaths_7dav_incidence_prop 7.056e-04 1.690e-03 0.417 0.6766
## EmergDec1 3.631e-02 1.476e-02 2.460 0.0145 *
## GathRestrict1 1.691e-02 3.970e-02 0.426 0.6705
## SchoolClose1 9.910e-03 9.649e-03 1.027 0.3053
## BarRestrict1 -1.679e-02 3.721e-02 -0.451 0.6521
## PublicMask1 -1.759e-02 8.736e-03 -2.013 0.0450 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -1.380e-03 8.176e-03 -0.169 0.8661
## weekend1 3.515e-02 4.411e-03 7.969 3.79e-14 ***
## holiday1 3.019e-02 1.171e-02 2.579 0.0104 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03418 on 287 degrees of freedom
## Multiple R-squared: 0.3331, Adjusted R-squared: 0.3052
## F-statistic: 11.95 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48319
## "Mason County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.09171 -0.02107 -0.00273 0.01775 0.19833
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.854e-01 7.391e-03 25.088 < 2e-16 ***
## confirmed_7dav_cumulative_prop 8.412e-06 6.538e-06 1.287 0.199301
## confirmed_7dav_incidence_prop 9.474e-05 9.987e-05 0.949 0.343600
## deaths_7dav_cumulative_prop -8.266e-04 2.040e-04 -4.051 6.57e-05 ***
## deaths_7dav_incidence_prop -4.551e-03 2.952e-03 -1.542 0.124255
## EmergDec1 3.752e-02 1.506e-02 2.492 0.013281 *
## GathRestrict1 9.855e-02 3.995e-02 2.467 0.014224 *
## SchoolClose1 -4.168e-03 7.488e-03 -0.557 0.578156
## BarRestrict1 -7.799e-02 3.794e-02 -2.056 0.040691 *
## PublicMask1 -3.710e-02 9.478e-03 -3.914 0.000113 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.749e-02 8.359e-03 4.485 1.06e-05 ***
## weekend1 4.208e-02 4.499e-03 9.355 < 2e-16 ***
## holiday1 2.520e-02 1.195e-02 2.108 0.035888 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03486 on 287 degrees of freedom
## Multiple R-squared: 0.5452, Adjusted R-squared: 0.5262
## F-statistic: 28.67 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48321
## "Matagorda County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.060499 -0.015261 -0.002168 0.012562 0.099711
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.033e-01 5.346e-03 38.023 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.907e-07 1.411e-05 0.049 0.960985
## confirmed_7dav_incidence_prop 6.523e-04 2.215e-04 2.944 0.003501 **
## deaths_7dav_cumulative_prop -2.093e-04 2.368e-04 -0.884 0.377437
## deaths_7dav_incidence_prop -1.640e-03 1.907e-03 -0.860 0.390520
## EmergDec1 4.111e-02 1.091e-02 3.769 0.000199 ***
## GathRestrict1 5.340e-02 3.110e-02 1.717 0.087044 .
## SchoolClose1 -5.616e-03 1.218e-02 -0.461 0.645151
## BarRestrict1 -1.738e-02 2.756e-02 -0.631 0.528638
## PublicMask1 -3.616e-02 6.231e-03 -5.803 1.72e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.170e-02 6.206e-03 3.498 0.000544 ***
## weekend1 3.016e-02 3.253e-03 9.271 < 2e-16 ***
## holiday1 1.857e-02 8.692e-03 2.136 0.033512 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02521 on 287 degrees of freedom
## Multiple R-squared: 0.6066, Adjusted R-squared: 0.5902
## F-statistic: 36.88 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48323
## "Maverick County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.085247 -0.017487 0.001321 0.014494 0.145364
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.028e-01 5.892e-03 34.421 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.040e-07 6.394e-06 0.048 0.962118
## confirmed_7dav_incidence_prop 1.261e-04 6.545e-05 1.927 0.054948 .
## deaths_7dav_cumulative_prop -7.810e-05 1.457e-04 -0.536 0.592481
## deaths_7dav_incidence_prop -1.660e-03 2.486e-03 -0.668 0.504828
## EmergDec1 7.954e-02 1.200e-02 6.626 1.7e-10 ***
## GathRestrict1 1.248e-01 3.329e-02 3.748 0.000216 ***
## SchoolClose1 -3.846e-03 1.152e-02 -0.334 0.738835
## BarRestrict1 -4.482e-02 3.025e-02 -1.482 0.139479
## PublicMask1 -7.230e-02 6.857e-03 -10.544 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.381e-02 6.728e-03 3.538 0.000469 ***
## weekend1 1.812e-02 3.586e-03 5.052 7.8e-07 ***
## holiday1 1.735e-02 9.512e-03 1.824 0.069187 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02779 on 287 degrees of freedom
## Multiple R-squared: 0.7341, Adjusted R-squared: 0.723
## F-statistic: 66.02 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48325
## "Medina County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.067174 -0.017320 -0.001481 0.015943 0.137886
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.019e-01 5.624e-03 35.899 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.972e-06 9.929e-06 0.501 0.616908
## confirmed_7dav_incidence_prop 2.541e-04 1.237e-04 2.054 0.040909 *
## deaths_7dav_cumulative_prop -5.903e-04 2.814e-04 -2.098 0.036817 *
## deaths_7dav_incidence_prop 5.421e-03 3.583e-03 1.513 0.131451
## EmergDec1 6.587e-02 1.146e-02 5.749 2.30e-08 ***
## GathRestrict1 7.426e-02 3.235e-02 2.295 0.022444 *
## SchoolClose1 -2.517e-03 1.253e-02 -0.201 0.840876
## BarRestrict1 -3.075e-02 2.891e-02 -1.063 0.288486
## PublicMask1 -5.042e-02 6.571e-03 -7.674 2.63e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.299e-02 6.707e-03 3.428 0.000696 ***
## weekend1 3.400e-02 3.423e-03 9.933 < 2e-16 ***
## holiday1 3.042e-02 9.069e-03 3.355 0.000901 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02653 on 287 degrees of freedom
## Multiple R-squared: 0.7226, Adjusted R-squared: 0.711
## F-statistic: 62.29 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48327
## "Menard County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.15350 -0.03628 -0.00401 0.03400 0.14487
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.223e-01 1.087e-02 20.442 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.350e-05 6.656e-06 -2.028 0.04348 *
## confirmed_7dav_incidence_prop 2.912e-04 1.322e-04 2.203 0.02840 *
## deaths_7dav_cumulative_prop 9.865e-05 1.814e-04 0.544 0.58697
## deaths_7dav_incidence_prop 1.137e-04 1.346e-03 0.084 0.93277
## EmergDec1 5.319e-02 2.215e-02 2.401 0.01698 *
## GathRestrict1 -2.901e-02 5.871e-02 -0.494 0.62161
## SchoolClose1 1.598e-02 1.080e-02 1.480 0.13985
## BarRestrict1 1.432e-02 5.578e-02 0.257 0.79753
## PublicMask1 -2.733e-02 1.252e-02 -2.183 0.02988 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 9.570e-03 1.217e-02 0.786 0.43231
## weekend1 4.631e-02 6.618e-03 6.998 1.84e-11 ***
## holiday1 5.450e-02 1.754e-02 3.107 0.00208 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05129 on 287 degrees of freedom
## Multiple R-squared: 0.3469, Adjusted R-squared: 0.3196
## F-statistic: 12.71 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48329
## "Midland County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.064171 -0.017289 -0.001429 0.012929 0.159764
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.950e-01 5.504e-03 35.425 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.196e-05 1.365e-05 0.876 0.38165
## confirmed_7dav_incidence_prop 2.611e-04 1.176e-04 2.221 0.02714 *
## deaths_7dav_cumulative_prop -1.158e-03 8.595e-04 -1.347 0.17909
## deaths_7dav_incidence_prop 1.208e-02 9.703e-03 1.245 0.21408
## EmergDec1 6.190e-02 1.121e-02 5.520 7.59e-08 ***
## GathRestrict1 6.664e-02 2.987e-02 2.231 0.02647 *
## SchoolClose1 2.104e-02 6.354e-03 3.311 0.00105 **
## BarRestrict1 -5.572e-02 2.825e-02 -1.973 0.04950 *
## PublicMask1 -4.919e-02 7.446e-03 -6.606 1.91e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.784e-02 6.293e-03 4.425 1.37e-05 ***
## weekend1 3.667e-02 3.351e-03 10.945 < 2e-16 ***
## holiday1 2.290e-02 8.875e-03 2.581 0.01036 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02596 on 287 degrees of freedom
## Multiple R-squared: 0.7208, Adjusted R-squared: 0.7091
## F-statistic: 61.75 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48331
## "Milam County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.064022 -0.018167 -0.002083 0.015292 0.123784
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.007e-01 5.636e-03 35.615 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.572e-06 1.427e-05 -0.250 0.802528
## confirmed_7dav_incidence_prop 7.642e-04 2.140e-04 3.571 0.000417 ***
## deaths_7dav_cumulative_prop -3.732e-04 7.565e-04 -0.493 0.622139
## deaths_7dav_incidence_prop -2.403e-02 6.963e-03 -3.452 0.000641 ***
## EmergDec1 4.300e-02 1.148e-02 3.744 0.000218 ***
## GathRestrict1 3.863e-02 3.207e-02 1.205 0.229343
## SchoolClose1 7.742e-03 1.126e-02 0.688 0.492138
## BarRestrict1 -1.071e-03 2.895e-02 -0.037 0.970526
## PublicMask1 -5.356e-02 6.704e-03 -7.989 3.32e-14 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.935e-02 6.579e-03 2.940 0.003545 **
## weekend1 4.096e-02 3.431e-03 11.940 < 2e-16 ***
## holiday1 3.371e-02 9.107e-03 3.701 0.000257 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02659 on 287 degrees of freedom
## Multiple R-squared: 0.6873, Adjusted R-squared: 0.6742
## F-statistic: 52.56 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48333
## "Mills County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.082564 -0.024832 -0.001733 0.021560 0.181148
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.917e-01 7.665e-03 25.004 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.189e-05 8.630e-06 -3.695 0.000263 ***
## confirmed_7dav_incidence_prop 1.237e-04 2.253e-04 0.549 0.583298
## deaths_7dav_cumulative_prop 6.667e-04 1.892e-04 3.523 0.000496 ***
## deaths_7dav_incidence_prop -3.106e-03 1.772e-03 -1.752 0.080792 .
## EmergDec1 5.608e-02 1.562e-02 3.591 0.000387 ***
## GathRestrict1 3.100e-02 4.168e-02 0.744 0.457607
## SchoolClose1 2.624e-03 9.005e-03 0.291 0.770950
## BarRestrict1 -3.765e-02 3.934e-02 -0.957 0.339426
## PublicMask1 -2.686e-02 8.826e-03 -3.043 0.002560 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.669e-02 8.560e-03 3.118 0.002007 **
## weekend1 4.901e-02 4.665e-03 10.505 < 2e-16 ***
## holiday1 3.025e-02 1.243e-02 2.433 0.015580 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03615 on 287 degrees of freedom
## Multiple R-squared: 0.5509, Adjusted R-squared: 0.5321
## F-statistic: 29.33 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48335
## "Mitchell County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.077208 -0.020142 -0.002696 0.015869 0.152524
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.886e-01 6.649e-03 28.362 < 2e-16 ***
## confirmed_7dav_cumulative_prop -7.406e-06 9.129e-06 -0.811 0.41786
## confirmed_7dav_incidence_prop 7.960e-04 1.583e-04 5.028 8.72e-07 ***
## deaths_7dav_cumulative_prop -1.320e-04 4.259e-04 -0.310 0.75675
## deaths_7dav_incidence_prop 2.933e-04 2.816e-03 0.104 0.91713
## EmergDec1 4.433e-02 1.355e-02 3.273 0.00120 **
## GathRestrict1 -8.445e-03 3.590e-02 -0.235 0.81419
## SchoolClose1 1.443e-02 6.465e-03 2.231 0.02643 *
## BarRestrict1 3.623e-03 3.412e-02 0.106 0.91549
## PublicMask1 -2.218e-02 7.657e-03 -2.896 0.00407 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.402e-02 7.442e-03 4.572 7.21e-06 ***
## weekend1 4.521e-02 4.047e-03 11.171 < 2e-16 ***
## holiday1 2.734e-02 1.075e-02 2.542 0.01155 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03136 on 287 degrees of freedom
## Multiple R-squared: 0.546, Adjusted R-squared: 0.527
## F-statistic: 28.76 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48337
## "Montague County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.091633 -0.018099 -0.003611 0.016866 0.136691
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.838e-01 6.307e-03 29.137 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.120e-05 1.273e-05 1.666 0.096814 .
## confirmed_7dav_incidence_prop 2.831e-04 1.675e-04 1.690 0.092157 .
## deaths_7dav_cumulative_prop -5.006e-04 3.982e-04 -1.257 0.209705
## deaths_7dav_incidence_prop -7.641e-03 2.302e-03 -3.319 0.001019 **
## EmergDec1 5.246e-02 1.285e-02 4.082 5.79e-05 ***
## GathRestrict1 1.944e-02 3.416e-02 0.569 0.569871
## SchoolClose1 2.571e-02 6.247e-03 4.115 5.07e-05 ***
## BarRestrict1 -2.243e-02 3.237e-02 -0.693 0.488801
## PublicMask1 -5.461e-02 7.356e-03 -7.423 1.30e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.072e-02 7.051e-03 4.357 1.84e-05 ***
## weekend1 4.024e-02 3.839e-03 10.482 < 2e-16 ***
## holiday1 3.703e-02 1.022e-02 3.624 0.000343 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02975 on 287 degrees of freedom
## Multiple R-squared: 0.6576, Adjusted R-squared: 0.6432
## F-statistic: 45.92 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48339
## "Montgomery County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.094599 -0.017742 -0.001097 0.016319 0.140948
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.008e-01 5.918e-03 33.939 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.964e-05 1.962e-05 1.511 0.131897
## confirmed_7dav_incidence_prop 1.544e-04 1.964e-04 0.786 0.432525
## deaths_7dav_cumulative_prop -3.363e-03 1.398e-03 -2.406 0.016740 *
## deaths_7dav_incidence_prop 2.275e-02 2.129e-02 1.068 0.286368
## EmergDec1 9.122e-02 1.206e-02 7.566 5.24e-13 ***
## GathRestrict1 8.282e-02 3.262e-02 2.539 0.011638 *
## SchoolClose1 1.165e-02 8.898e-03 1.310 0.191398
## BarRestrict1 -3.792e-02 3.041e-02 -1.247 0.213437
## PublicMask1 -7.525e-02 7.088e-03 -10.617 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.258e-02 6.691e-03 3.375 0.000841 ***
## weekend1 3.179e-02 3.602e-03 8.826 < 2e-16 ***
## holiday1 2.089e-02 9.559e-03 2.185 0.029694 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02791 on 287 degrees of freedom
## Multiple R-squared: 0.7836, Adjusted R-squared: 0.7745
## F-statistic: 86.59 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48341
## "Moore County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.07257 -0.02027 -0.00274 0.01664 0.16026
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.009e-01 6.301e-03 31.888 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.096e-06 4.167e-06 1.463 0.14459
## confirmed_7dav_incidence_prop 4.011e-05 5.360e-05 0.748 0.45485
## deaths_7dav_cumulative_prop -2.464e-04 1.673e-04 -1.472 0.14201
## deaths_7dav_incidence_prop 8.338e-04 2.567e-03 0.325 0.74557
## EmergDec1 5.868e-02 1.284e-02 4.571 7.22e-06 ***
## GathRestrict1 -9.929e-03 3.408e-02 -0.291 0.77099
## SchoolClose1 3.685e-02 6.605e-03 5.580 5.57e-08 ***
## BarRestrict1 -2.387e-02 3.263e-02 -0.732 0.46500
## PublicMask1 -2.921e-02 9.141e-03 -3.196 0.00155 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.937e-02 8.795e-03 4.476 1.10e-05 ***
## weekend1 4.440e-02 3.835e-03 11.576 < 2e-16 ***
## holiday1 3.325e-02 1.017e-02 3.271 0.00120 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02972 on 287 degrees of freedom
## Multiple R-squared: 0.6658, Adjusted R-squared: 0.6518
## F-statistic: 47.64 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48343
## "Morris County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.087279 -0.018391 -0.002804 0.015271 0.178383
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.878e-01 6.643e-03 28.267 < 2e-16 ***
## confirmed_7dav_cumulative_prop -4.132e-06 1.691e-05 -0.244 0.80709
## confirmed_7dav_incidence_prop 7.937e-04 4.051e-04 1.959 0.05106 .
## deaths_7dav_cumulative_prop -4.426e-05 4.795e-04 -0.092 0.92652
## deaths_7dav_incidence_prop -2.883e-03 3.329e-03 -0.866 0.38712
## EmergDec1 3.624e-02 1.354e-02 2.677 0.00785 **
## GathRestrict1 3.275e-02 3.686e-02 0.888 0.37504
## SchoolClose1 3.623e-03 1.046e-02 0.346 0.72929
## BarRestrict1 3.986e-03 3.419e-02 0.117 0.90727
## PublicMask1 -5.441e-02 8.098e-03 -6.719 9.84e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.797e-02 7.921e-03 2.269 0.02403 *
## weekend1 4.897e-02 4.044e-03 12.110 < 2e-16 ***
## holiday1 2.745e-02 1.074e-02 2.557 0.01106 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03134 on 287 degrees of freedom
## Multiple R-squared: 0.5774, Adjusted R-squared: 0.5597
## F-statistic: 32.67 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48345
## "Motley County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.146209 -0.033465 -0.001597 0.028909 0.212440
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.743e-01 1.075e-02 16.216 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.225e-06 1.012e-05 0.516 0.6060
## confirmed_7dav_incidence_prop 2.222e-04 2.557e-04 0.869 0.3856
## deaths_7dav_cumulative_prop 2.109e-04 1.492e-04 1.413 0.1587
## deaths_7dav_incidence_prop 1.552e-03 1.524e-03 1.018 0.3094
## EmergDec1 2.396e-02 2.190e-02 1.094 0.2748
## GathRestrict1 -3.231e-02 5.805e-02 -0.557 0.5783
## SchoolClose1 5.023e-02 1.081e-02 4.648 5.12e-06 ***
## BarRestrict1 -2.246e-02 5.517e-02 -0.407 0.6842
## PublicMask1 2.103e-02 1.239e-02 1.697 0.0907 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.128e-02 1.200e-02 2.607 0.0096 **
## weekend1 5.769e-02 6.542e-03 8.818 < 2e-16 ***
## holiday1 3.443e-02 1.744e-02 1.975 0.0492 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0507 on 287 degrees of freedom
## Multiple R-squared: 0.3638, Adjusted R-squared: 0.3371
## F-statistic: 13.67 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48347
## "Nacogdoches County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.057422 -0.014431 -0.001418 0.012478 0.142687
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.807e-01 5.177e-03 34.904 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.125e-05 1.839e-05 -1.156 0.248653
## confirmed_7dav_incidence_prop 3.972e-04 2.139e-04 1.857 0.064397 .
## deaths_7dav_cumulative_prop 1.251e-04 3.835e-04 0.326 0.744539
## deaths_7dav_incidence_prop 3.831e-03 3.422e-03 1.119 0.263923
## EmergDec1 3.693e-02 1.055e-02 3.502 0.000536 ***
## GathRestrict1 7.584e-02 3.109e-02 2.439 0.015316 *
## SchoolClose1 -8.330e-03 1.391e-02 -0.599 0.549870
## BarRestrict1 -2.790e-02 2.674e-02 -1.043 0.297750
## PublicMask1 -3.350e-02 6.590e-03 -5.083 6.71e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.428e-02 6.577e-03 3.692 0.000266 ***
## weekend1 3.841e-02 3.151e-03 12.191 < 2e-16 ***
## holiday1 1.793e-02 8.391e-03 2.137 0.033470 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02442 on 287 degrees of freedom
## Multiple R-squared: 0.6954, Adjusted R-squared: 0.6826
## F-statistic: 54.59 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48349
## "Navarro County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.077503 -0.018436 -0.003242 0.015694 0.140688
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.158e-01 5.601e-03 38.527 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.859e-06 1.313e-05 0.446 0.65584
## confirmed_7dav_incidence_prop 3.567e-04 2.044e-04 1.745 0.08197 .
## deaths_7dav_cumulative_prop -4.149e-04 4.373e-04 -0.949 0.34352
## deaths_7dav_incidence_prop 4.014e-04 5.826e-03 0.069 0.94512
## EmergDec1 5.900e-02 1.141e-02 5.171 4.38e-07 ***
## GathRestrict1 2.760e-02 3.218e-02 0.858 0.39180
## SchoolClose1 2.541e-02 1.190e-02 2.135 0.03364 *
## BarRestrict1 -2.235e-02 2.886e-02 -0.774 0.43933
## PublicMask1 -5.571e-02 6.505e-03 -8.564 6.78e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.654e-02 6.501e-03 2.544 0.01149 *
## weekend1 3.473e-02 3.409e-03 10.187 < 2e-16 ***
## holiday1 2.817e-02 9.049e-03 3.113 0.00204 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02642 on 287 degrees of freedom
## Multiple R-squared: 0.6877, Adjusted R-squared: 0.6746
## F-statistic: 52.66 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48351
## "Newton County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.098130 -0.020307 -0.001186 0.019205 0.168746
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.132e-01 7.532e-03 28.305 < 2e-16 ***
## confirmed_7dav_cumulative_prop -9.853e-05 2.163e-05 -4.555 7.75e-06 ***
## confirmed_7dav_incidence_prop 5.617e-04 2.789e-04 2.014 0.0449 *
## deaths_7dav_cumulative_prop 1.043e-03 1.971e-04 5.293 2.40e-07 ***
## deaths_7dav_incidence_prop -5.601e-04 3.030e-03 -0.185 0.8535
## EmergDec1 1.574e-02 1.535e-02 1.026 0.3059
## GathRestrict1 1.087e-01 4.302e-02 2.528 0.0120 *
## SchoolClose1 -1.351e-02 1.581e-02 -0.854 0.3936
## BarRestrict1 -4.751e-02 3.864e-02 -1.229 0.2199
## PublicMask1 -4.878e-02 8.712e-03 -5.599 5.03e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.576e-03 8.440e-03 0.187 0.8520
## weekend1 5.503e-02 4.584e-03 12.003 < 2e-16 ***
## holiday1 2.650e-02 1.216e-02 2.178 0.0302 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03553 on 287 degrees of freedom
## Multiple R-squared: 0.5443, Adjusted R-squared: 0.5253
## F-statistic: 28.57 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48353
## "Nolan County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.068452 -0.019272 -0.002574 0.016265 0.190794
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.047e-01 6.587e-03 31.084 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.555e-05 9.038e-06 6.146 2.65e-09 ***
## confirmed_7dav_incidence_prop -1.242e-04 1.729e-04 -0.718 0.473172
## deaths_7dav_cumulative_prop -4.500e-03 6.631e-04 -6.786 6.58e-11 ***
## deaths_7dav_incidence_prop -4.799e-03 3.879e-03 -1.237 0.217024
## EmergDec1 4.780e-02 1.342e-02 3.562 0.000431 ***
## GathRestrict1 7.310e-02 3.643e-02 2.007 0.045734 *
## SchoolClose1 -3.768e-02 1.018e-02 -3.701 0.000257 ***
## BarRestrict1 -1.832e-02 3.381e-02 -0.542 0.588360
## PublicMask1 -3.517e-02 7.591e-03 -4.632 5.49e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.605e-02 7.391e-03 4.878 1.78e-06 ***
## weekend1 4.777e-02 4.009e-03 11.916 < 2e-16 ***
## holiday1 3.440e-02 1.065e-02 3.229 0.001384 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03107 on 287 degrees of freedom
## Multiple R-squared: 0.6184, Adjusted R-squared: 0.6024
## F-statistic: 38.76 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48355
## "Nueces County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.057176 -0.016645 -0.000043 0.012729 0.114132
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.143e-01 5.160e-03 41.538 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.481e-05 8.454e-06 4.118 5.00e-05 ***
## confirmed_7dav_incidence_prop 9.151e-05 8.361e-05 1.094 0.274695
## deaths_7dav_cumulative_prop -1.441e-03 2.424e-04 -5.945 8.01e-09 ***
## deaths_7dav_incidence_prop -1.717e-02 4.719e-03 -3.638 0.000326 ***
## EmergDec1 3.983e-02 1.051e-02 3.788 0.000185 ***
## GathRestrict1 5.371e-02 3.055e-02 1.758 0.079775 .
## SchoolClose1 2.197e-02 1.338e-02 1.642 0.101629
## BarRestrict1 -9.545e-03 2.650e-02 -0.360 0.718940
## PublicMask1 -4.037e-02 5.998e-03 -6.731 9.15e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.794e-02 5.967e-03 3.007 0.002873 **
## weekend1 3.073e-02 3.141e-03 9.783 < 2e-16 ***
## holiday1 2.329e-02 8.323e-03 2.798 0.005487 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02434 on 287 degrees of freedom
## Multiple R-squared: 0.7151, Adjusted R-squared: 0.7032
## F-statistic: 60.03 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48357
## "Ochiltree County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.072782 -0.022931 -0.003582 0.017619 0.197652
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.901e-01 7.267e-03 26.157 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.534e-06 3.367e-06 1.941 0.05329 .
## confirmed_7dav_incidence_prop 7.733e-05 8.959e-05 0.863 0.38876
## deaths_7dav_cumulative_prop -5.264e-04 3.294e-04 -1.598 0.11112
## deaths_7dav_incidence_prop -1.692e-02 3.184e-03 -5.314 2.16e-07 ***
## EmergDec1 5.597e-02 1.480e-02 3.781 0.00019 ***
## GathRestrict1 3.145e-02 3.916e-02 0.803 0.42257
## SchoolClose1 3.284e-02 6.609e-03 4.969 1.16e-06 ***
## BarRestrict1 -3.096e-02 3.735e-02 -0.829 0.40787
## PublicMask1 -4.840e-02 9.176e-03 -5.275 2.62e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 5.720e-02 8.445e-03 6.774 7.10e-11 ***
## weekend1 5.464e-02 4.423e-03 12.354 < 2e-16 ***
## holiday1 3.633e-02 1.176e-02 3.088 0.00221 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03428 on 287 degrees of freedom
## Multiple R-squared: 0.7483, Adjusted R-squared: 0.7378
## F-statistic: 71.1 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48359
## "Oldham County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.105317 -0.032132 -0.005316 0.026244 0.175093
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.844e-01 9.316e-03 19.799 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.344e-05 1.160e-05 -2.022 0.044156 *
## confirmed_7dav_incidence_prop 4.299e-04 1.963e-04 2.190 0.029293 *
## deaths_7dav_cumulative_prop 8.470e-04 2.465e-04 3.437 0.000676 ***
## deaths_7dav_incidence_prop -9.129e-04 1.840e-03 -0.496 0.620096
## EmergDec1 -2.428e-03 1.898e-02 -0.128 0.898297
## GathRestrict1 2.072e-02 5.037e-02 0.411 0.681097
## SchoolClose1 2.626e-02 9.266e-03 2.834 0.004925 **
## BarRestrict1 2.274e-02 4.830e-02 0.471 0.638147
## PublicMask1 -4.559e-02 1.148e-02 -3.971 9.06e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.467e-02 1.089e-02 1.347 0.178955
## weekend1 3.572e-02 5.670e-03 6.300 1.12e-09 ***
## holiday1 3.404e-02 1.508e-02 2.257 0.024748 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04394 on 287 degrees of freedom
## Multiple R-squared: 0.4435, Adjusted R-squared: 0.4202
## F-statistic: 19.06 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48361
## "Orange County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.151288 -0.015405 0.000974 0.017103 0.140818
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.954e-01 7.036e-03 27.775 <2e-16 ***
## confirmed_7dav_cumulative_prop 9.414e-06 2.349e-05 0.401 0.6889
## confirmed_7dav_incidence_prop 4.842e-04 1.912e-04 2.533 0.0118 *
## deaths_7dav_cumulative_prop -7.124e-04 9.826e-04 -0.725 0.4690
## deaths_7dav_incidence_prop -1.244e-02 8.049e-03 -1.545 0.1235
## EmergDec1 2.972e-02 1.433e-02 2.074 0.0390 *
## GathRestrict1 4.239e-02 3.932e-02 1.078 0.2819
## SchoolClose1 2.043e-02 1.245e-02 1.640 0.1020
## BarRestrict1 -4.884e-03 3.613e-02 -0.135 0.8926
## PublicMask1 -5.373e-02 8.142e-03 -6.599 2e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.407e-02 7.952e-03 3.027 0.0027 **
## weekend1 4.206e-02 4.282e-03 9.821 <2e-16 ***
## holiday1 2.901e-02 1.136e-02 2.555 0.0111 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03319 on 287 degrees of freedom
## Multiple R-squared: 0.6378, Adjusted R-squared: 0.6227
## F-statistic: 42.12 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48363
## "Palo Pinto County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.079393 -0.016520 -0.000895 0.013874 0.153494
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.001e-01 5.823e-03 34.356 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.074e-05 1.540e-05 -0.698 0.486026
## confirmed_7dav_incidence_prop 6.611e-04 1.535e-04 4.306 2.28e-05 ***
## deaths_7dav_cumulative_prop 7.245e-05 4.925e-04 0.147 0.883156
## deaths_7dav_incidence_prop 4.350e-03 3.300e-03 1.318 0.188529
## EmergDec1 6.734e-02 1.186e-02 5.676 3.36e-08 ***
## GathRestrict1 1.348e-02 3.215e-02 0.419 0.675347
## SchoolClose1 2.025e-02 8.463e-03 2.393 0.017344 *
## BarRestrict1 -2.188e-02 2.987e-02 -0.732 0.464594
## PublicMask1 -4.472e-02 6.944e-03 -6.440 5.01e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.581e-02 6.571e-03 3.928 0.000107 ***
## weekend1 3.736e-02 3.544e-03 10.543 < 2e-16 ***
## holiday1 3.067e-02 9.410e-03 3.259 0.001251 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02747 on 287 degrees of freedom
## Multiple R-squared: 0.6588, Adjusted R-squared: 0.6445
## F-statistic: 46.17 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48365
## "Panola County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.061939 -0.016724 -0.002625 0.014035 0.172389
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.560e-01 5.829e-03 26.770 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.443e-05 1.687e-05 -2.041 0.042152 *
## confirmed_7dav_incidence_prop -5.908e-04 3.072e-04 -1.923 0.055447 .
## deaths_7dav_cumulative_prop 4.786e-04 2.560e-04 1.870 0.062562 .
## deaths_7dav_incidence_prop -2.097e-03 2.122e-03 -0.988 0.324057
## EmergDec1 4.481e-02 1.187e-02 3.774 0.000195 ***
## GathRestrict1 5.447e-02 3.185e-02 1.710 0.088284 .
## SchoolClose1 1.229e-03 7.147e-03 0.172 0.863545
## BarRestrict1 -1.470e-02 3.063e-02 -0.480 0.631621
## PublicMask1 -5.031e-02 8.665e-03 -5.805 1.70e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 4.133e-02 1.021e-02 4.046 6.71e-05 ***
## weekend1 4.450e-02 3.548e-03 12.544 < 2e-16 ***
## holiday1 2.571e-02 9.445e-03 2.723 0.006873 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02749 on 287 degrees of freedom
## Multiple R-squared: 0.6907, Adjusted R-squared: 0.6777
## F-statistic: 53.4 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48367
## "Parker County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.096922 -0.017569 -0.001946 0.015403 0.173443
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.794e-01 6.136e-03 29.243 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.392e-06 1.700e-05 0.317 0.75137
## confirmed_7dav_incidence_prop 4.938e-04 2.534e-04 1.949 0.05231 .
## deaths_7dav_cumulative_prop -7.924e-04 7.219e-04 -1.098 0.27322
## deaths_7dav_incidence_prop 2.367e-02 1.123e-02 2.107 0.03597 *
## EmergDec1 8.425e-02 1.250e-02 6.740 8.69e-11 ***
## GathRestrict1 2.124e-02 3.380e-02 0.628 0.53021
## SchoolClose1 2.470e-02 8.696e-03 2.841 0.00482 **
## BarRestrict1 -1.915e-02 3.148e-02 -0.608 0.54339
## PublicMask1 -6.691e-02 7.092e-03 -9.434 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.749e-02 6.890e-03 3.990 8.38e-05 ***
## weekend1 3.789e-02 3.735e-03 10.145 < 2e-16 ***
## holiday1 3.180e-02 9.919e-03 3.206 0.00150 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02894 on 287 degrees of freedom
## Multiple R-squared: 0.7214, Adjusted R-squared: 0.7098
## F-statistic: 61.93 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48369
## "Parmer County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.079745 -0.021682 -0.000886 0.018401 0.136223
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.033e-01 6.909e-03 29.417 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.185e-05 6.162e-06 -3.547 0.000456 ***
## confirmed_7dav_incidence_prop 1.383e-04 1.107e-04 1.249 0.212617
## deaths_7dav_cumulative_prop 6.050e-04 1.279e-04 4.731 3.51e-06 ***
## deaths_7dav_incidence_prop -2.796e-03 1.128e-03 -2.478 0.013774 *
## EmergDec1 5.516e-02 1.408e-02 3.919 0.000111 ***
## GathRestrict1 1.631e-02 3.825e-02 0.426 0.670141
## SchoolClose1 1.014e-02 1.124e-02 0.903 0.367390
## BarRestrict1 -1.674e-02 3.565e-02 -0.470 0.638922
## PublicMask1 -2.439e-02 8.724e-03 -2.796 0.005523 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.567e-02 8.472e-03 3.030 0.002670 **
## weekend1 4.007e-02 4.206e-03 9.528 < 2e-16 ***
## holiday1 2.783e-02 1.117e-02 2.492 0.013277 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03259 on 287 degrees of freedom
## Multiple R-squared: 0.5986, Adjusted R-squared: 0.5819
## F-statistic: 35.67 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48371
## "Pecos County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.06071 -0.01840 -0.00177 0.01564 0.08505
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.011e-01 5.591e-03 35.968 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.236e-06 8.739e-06 -0.370 0.711394
## confirmed_7dav_incidence_prop 2.435e-04 1.242e-04 1.961 0.050827 .
## deaths_7dav_cumulative_prop 8.492e-05 3.308e-04 0.257 0.797614
## deaths_7dav_incidence_prop 1.309e-03 2.404e-03 0.544 0.586548
## EmergDec1 1.394e-02 1.139e-02 1.224 0.222074
## GathRestrict1 1.501e-02 3.067e-02 0.490 0.624830
## SchoolClose1 1.204e-02 7.444e-03 1.618 0.106822
## BarRestrict1 -7.994e-03 2.882e-02 -0.277 0.781689
## PublicMask1 -2.264e-02 6.921e-03 -3.272 0.001199 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.751e-02 7.111e-03 3.868 0.000136 ***
## weekend1 3.826e-02 3.403e-03 11.244 < 2e-16 ***
## holiday1 2.352e-02 9.059e-03 2.596 0.009904 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02637 on 287 degrees of freedom
## Multiple R-squared: 0.5327, Adjusted R-squared: 0.5132
## F-statistic: 27.27 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48373
## "Polk County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.088797 -0.016462 -0.002436 0.016531 0.123681
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.106e-01 5.766e-03 36.517 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.769e-07 1.545e-05 0.044 0.96508
## confirmed_7dav_incidence_prop 4.707e-04 1.760e-04 2.675 0.00791 **
## deaths_7dav_cumulative_prop -6.509e-05 1.935e-04 -0.336 0.73681
## deaths_7dav_incidence_prop -2.837e-03 4.678e-03 -0.606 0.54471
## EmergDec1 3.287e-02 1.175e-02 2.798 0.00550 **
## GathRestrict1 4.189e-02 3.442e-02 1.217 0.22452
## SchoolClose1 1.382e-02 1.528e-02 0.904 0.36659
## BarRestrict1 -1.017e-02 2.961e-02 -0.343 0.73162
## PublicMask1 -5.061e-02 6.856e-03 -7.382 1.69e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.794e-02 6.686e-03 2.684 0.00771 **
## weekend1 3.885e-02 3.510e-03 11.070 < 2e-16 ***
## holiday1 2.991e-02 9.335e-03 3.205 0.00151 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0272 on 287 degrees of freedom
## Multiple R-squared: 0.635, Adjusted R-squared: 0.6197
## F-statistic: 41.6 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48375
## "Potter County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.054233 -0.016945 -0.002115 0.013007 0.148024
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.208e-01 5.616e-03 39.319 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.883e-05 6.094e-06 3.090 0.00220 **
## confirmed_7dav_incidence_prop -2.556e-04 6.733e-05 -3.796 0.00018 ***
## deaths_7dav_cumulative_prop -1.360e-03 4.174e-04 -3.259 0.00125 **
## deaths_7dav_incidence_prop 1.364e-02 4.745e-03 2.875 0.00434 **
## EmergDec1 3.714e-02 1.144e-02 3.246 0.00131 **
## GathRestrict1 2.728e-02 3.033e-02 0.900 0.36913
## SchoolClose1 2.594e-02 5.663e-03 4.581 6.89e-06 ***
## BarRestrict1 -2.603e-02 2.900e-02 -0.898 0.37018
## PublicMask1 -3.082e-02 6.736e-03 -4.575 7.09e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.622e-02 7.926e-03 4.570 7.26e-06 ***
## weekend1 2.854e-02 3.418e-03 8.349 2.96e-15 ***
## holiday1 2.367e-02 9.064e-03 2.611 0.00949 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02649 on 287 degrees of freedom
## Multiple R-squared: 0.6145, Adjusted R-squared: 0.5984
## F-statistic: 38.13 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48377
## "Presidio County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.111132 -0.029895 0.000874 0.025522 0.181146
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.469e-01 9.590e-03 25.747 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.524e-05 4.108e-06 3.709 0.00025 ***
## confirmed_7dav_incidence_prop -7.308e-05 6.528e-05 -1.119 0.26391
## deaths_7dav_cumulative_prop -7.278e-04 1.465e-04 -4.967 1.17e-06 ***
## deaths_7dav_incidence_prop 6.356e-04 2.290e-03 0.278 0.78151
## EmergDec1 -8.649e-03 1.954e-02 -0.443 0.65834
## GathRestrict1 1.004e-01 5.206e-02 1.928 0.05479 .
## SchoolClose1 1.436e-02 1.075e-02 1.335 0.18280
## BarRestrict1 -6.175e-02 4.920e-02 -1.255 0.21050
## PublicMask1 -4.196e-03 1.104e-02 -0.380 0.70414
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.219e-02 1.071e-02 3.006 0.00288 **
## weekend1 4.698e-02 5.837e-03 8.049 2.23e-14 ***
## holiday1 1.373e-02 1.550e-02 0.886 0.37654
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04524 on 287 degrees of freedom
## Multiple R-squared: 0.4626, Adjusted R-squared: 0.4401
## F-statistic: 20.58 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48379
## "Rains County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.073490 -0.019563 -0.001951 0.016979 0.170887
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.103e-01 6.301e-03 33.372 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.556e-05 2.708e-05 -1.313 0.1901
## confirmed_7dav_incidence_prop 7.034e-04 4.355e-04 1.615 0.1074
## deaths_7dav_cumulative_prop 5.755e-04 4.149e-04 1.387 0.1665
## deaths_7dav_incidence_prop 1.660e-03 3.101e-03 0.535 0.5928
## EmergDec1 4.044e-02 1.284e-02 3.151 0.0018 **
## GathRestrict1 5.310e-02 3.414e-02 1.556 0.1209
## SchoolClose1 1.667e-02 6.556e-03 2.543 0.0115 *
## BarRestrict1 -4.026e-02 3.234e-02 -1.245 0.2142
## PublicMask1 -4.258e-02 7.271e-03 -5.856 1.29e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.042e-02 7.066e-03 1.475 0.1414
## weekend1 4.727e-02 3.835e-03 12.327 < 2e-16 ***
## holiday1 2.065e-02 1.019e-02 2.026 0.0437 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02972 on 287 degrees of freedom
## Multiple R-squared: 0.5707, Adjusted R-squared: 0.5528
## F-statistic: 31.8 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48381
## "Randall County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.064933 -0.017078 -0.002661 0.013063 0.166806
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.870e-01 6.291e-03 29.733 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.313e-05 8.825e-06 1.487 0.13799
## confirmed_7dav_incidence_prop -9.955e-05 1.237e-04 -0.805 0.42173
## deaths_7dav_cumulative_prop -1.380e-03 7.465e-04 -1.849 0.06550 .
## deaths_7dav_incidence_prop 1.877e-02 5.941e-03 3.160 0.00174 **
## EmergDec1 5.503e-02 1.282e-02 4.294 2.41e-05 ***
## GathRestrict1 5.999e-02 3.410e-02 1.759 0.07960 .
## SchoolClose1 2.272e-02 7.019e-03 3.237 0.00135 **
## BarRestrict1 -4.376e-02 3.228e-02 -1.355 0.17636
## PublicMask1 -5.573e-02 7.284e-03 -7.651 3.04e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.990e-02 7.246e-03 5.506 8.14e-08 ***
## weekend1 3.947e-02 3.829e-03 10.308 < 2e-16 ***
## holiday1 2.988e-02 1.024e-02 2.917 0.00381 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02967 on 287 degrees of freedom
## Multiple R-squared: 0.7229, Adjusted R-squared: 0.7114
## F-statistic: 62.41 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48383
## "Reagan County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.103552 -0.024953 -0.001101 0.026366 0.126557
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.254e-01 8.451e-03 26.666 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.239e-06 3.390e-06 0.366 0.714941
## confirmed_7dav_incidence_prop 2.358e-04 6.883e-05 3.427 0.000700 ***
## deaths_7dav_cumulative_prop -4.593e-04 1.328e-04 -3.458 0.000627 ***
## deaths_7dav_incidence_prop 3.911e-03 1.666e-03 2.347 0.019604 *
## EmergDec1 2.814e-02 1.722e-02 1.634 0.103287
## GathRestrict1 3.247e-02 4.833e-02 0.672 0.502250
## SchoolClose1 -2.311e-03 1.820e-02 -0.127 0.899047
## BarRestrict1 -1.617e-02 4.335e-02 -0.373 0.709355
## PublicMask1 -2.890e-02 9.735e-03 -2.969 0.003241 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 7.122e-03 9.476e-03 0.752 0.452898
## weekend1 2.991e-02 5.144e-03 5.814 1.62e-08 ***
## holiday1 3.414e-02 1.363e-02 2.505 0.012809 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03986 on 287 degrees of freedom
## Multiple R-squared: 0.5027, Adjusted R-squared: 0.4819
## F-statistic: 24.18 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48385
## "Real County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.11503 -0.03376 0.00016 0.03028 0.16875
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.600e-01 1.071e-02 24.272 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.222e-05 1.361e-05 1.633 0.10363
## confirmed_7dav_incidence_prop 1.062e-04 9.535e-05 1.114 0.26640
## deaths_7dav_cumulative_prop -1.944e-04 1.027e-04 -1.893 0.05939 .
## deaths_7dav_incidence_prop 1.938e-03 1.339e-03 1.447 0.14894
## EmergDec1 -6.025e-04 2.182e-02 -0.028 0.97799
## GathRestrict1 -9.528e-02 6.439e-02 -1.480 0.14005
## SchoolClose1 6.712e-02 3.059e-02 2.194 0.02903 *
## BarRestrict1 6.551e-02 5.495e-02 1.192 0.23419
## PublicMask1 -1.686e-02 1.233e-02 -1.367 0.17259
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.592e-02 1.197e-02 2.165 0.03122 *
## weekend1 5.325e-02 6.520e-03 8.167 1.01e-14 ***
## holiday1 5.024e-02 1.728e-02 2.908 0.00392 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05053 on 287 degrees of freedom
## Multiple R-squared: 0.3446, Adjusted R-squared: 0.3171
## F-statistic: 12.57 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48387
## "Red River County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.073048 -0.018353 -0.001321 0.016866 0.154892
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.045e-01 6.456e-03 31.676 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.394e-05 2.297e-05 1.478 0.140549
## confirmed_7dav_incidence_prop -1.465e-04 3.238e-04 -0.453 0.651233
## deaths_7dav_cumulative_prop -2.215e-04 2.887e-04 -0.767 0.443477
## deaths_7dav_incidence_prop 3.340e-04 1.754e-03 0.190 0.849107
## EmergDec1 4.593e-02 1.315e-02 3.492 0.000555 ***
## GathRestrict1 -2.343e-02 3.509e-02 -0.668 0.504852
## SchoolClose1 2.115e-02 7.681e-03 2.753 0.006273 **
## BarRestrict1 -5.413e-03 3.363e-02 -0.161 0.872260
## PublicMask1 -2.743e-02 9.026e-03 -3.039 0.002593 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.947e-02 9.445e-03 3.120 0.001993 **
## weekend1 4.996e-02 3.930e-03 12.714 < 2e-16 ***
## holiday1 3.782e-02 1.043e-02 3.628 0.000338 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03045 on 287 degrees of freedom
## Multiple R-squared: 0.5277, Adjusted R-squared: 0.5079
## F-statistic: 26.72 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48389
## "Reeves County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.07027 -0.01874 -0.00092 0.01574 0.12262
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.942e-01 5.834e-03 33.286 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.222e-05 8.557e-06 2.597 0.00988 **
## confirmed_7dav_incidence_prop -2.935e-05 7.119e-05 -0.412 0.68047
## deaths_7dav_cumulative_prop -1.163e-03 3.611e-04 -3.221 0.00142 **
## deaths_7dav_incidence_prop 2.315e-03 2.438e-03 0.949 0.34328
## EmergDec1 2.172e-02 1.189e-02 1.828 0.06864 .
## GathRestrict1 5.964e-02 3.163e-02 1.885 0.06040 .
## SchoolClose1 1.750e-03 6.340e-03 0.276 0.78278
## BarRestrict1 -3.973e-02 2.993e-02 -1.327 0.18540
## PublicMask1 -7.189e-03 6.722e-03 -1.069 0.28580
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.140e-02 6.534e-03 1.745 0.08210 .
## weekend1 2.301e-02 3.551e-03 6.479 4.01e-10 ***
## holiday1 7.303e-03 9.408e-03 0.776 0.43821
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02752 on 287 degrees of freedom
## Multiple R-squared: 0.3361, Adjusted R-squared: 0.3084
## F-statistic: 12.11 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48391
## "Refugio County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.083000 -0.021044 -0.001537 0.022459 0.121972
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.869e-01 7.472e-03 25.017 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.208e-05 8.535e-06 1.415 0.15812
## confirmed_7dav_incidence_prop 3.215e-04 1.254e-04 2.565 0.01084 *
## deaths_7dav_cumulative_prop -2.050e-04 1.263e-04 -1.623 0.10564
## deaths_7dav_incidence_prop 2.114e-03 1.377e-03 1.535 0.12601
## EmergDec1 4.890e-02 1.522e-02 3.212 0.00147 **
## GathRestrict1 -3.131e-02 4.439e-02 -0.705 0.48124
## SchoolClose1 3.708e-02 1.988e-02 1.865 0.06325 .
## BarRestrict1 3.035e-02 3.835e-02 0.791 0.42941
## PublicMask1 -2.832e-02 8.658e-03 -3.271 0.00120 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.105e-02 8.479e-03 1.304 0.19337
## weekend1 4.344e-02 4.548e-03 9.551 < 2e-16 ***
## holiday1 3.807e-02 1.205e-02 3.158 0.00176 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03525 on 287 degrees of freedom
## Multiple R-squared: 0.4888, Adjusted R-squared: 0.4674
## F-statistic: 22.87 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48393
## "Roberts County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.117018 -0.033642 -0.002816 0.032072 0.238882
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.908e-01 1.130e-02 16.879 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.037e-05 9.660e-06 3.144 0.001842 **
## confirmed_7dav_incidence_prop -1.270e-04 2.171e-04 -0.585 0.559024
## deaths_7dav_cumulative_prop -5.662e-04 2.095e-04 -2.703 0.007280 **
## deaths_7dav_incidence_prop 1.864e-03 1.416e-03 1.317 0.189003
## EmergDec1 4.869e-02 2.303e-02 2.114 0.035341 *
## GathRestrict1 -5.855e-02 6.110e-02 -0.958 0.338773
## SchoolClose1 4.487e-02 1.141e-02 3.933 0.000105 ***
## BarRestrict1 8.086e-03 5.806e-02 0.139 0.889326
## PublicMask1 -5.750e-02 1.320e-02 -4.356 1.85e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.516e-02 1.263e-02 2.783 0.005738 **
## weekend1 7.859e-02 6.879e-03 11.424 < 2e-16 ***
## holiday1 6.148e-02 1.838e-02 3.346 0.000931 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05331 on 287 degrees of freedom
## Multiple R-squared: 0.5026, Adjusted R-squared: 0.4818
## F-statistic: 24.16 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48395
## "Robertson County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.070153 -0.018825 0.000073 0.015384 0.111188
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.051e-01 6.207e-03 33.041 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.040e-05 9.386e-06 -3.239 0.00134 **
## confirmed_7dav_incidence_prop 5.790e-04 1.851e-04 3.128 0.00194 **
## deaths_7dav_cumulative_prop 1.153e-03 4.894e-04 2.356 0.01913 *
## deaths_7dav_incidence_prop 9.623e-03 4.838e-03 1.989 0.04765 *
## EmergDec1 3.736e-02 1.265e-02 2.954 0.00339 **
## GathRestrict1 8.407e-02 3.409e-02 2.466 0.01424 *
## SchoolClose1 -9.531e-03 8.950e-03 -1.065 0.28778
## BarRestrict1 -3.708e-02 3.187e-02 -1.163 0.24562
## PublicMask1 -4.403e-02 7.199e-03 -6.117 3.12e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.114e-02 7.111e-03 1.566 0.11836
## weekend1 4.213e-02 3.778e-03 11.152 < 2e-16 ***
## holiday1 3.071e-02 1.004e-02 3.058 0.00244 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02928 on 287 degrees of freedom
## Multiple R-squared: 0.5697, Adjusted R-squared: 0.5517
## F-statistic: 31.66 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48397
## "Rockwall County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.099833 -0.020672 -0.001231 0.019095 0.153702
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.822e-01 6.838e-03 26.647 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.408e-05 1.512e-05 1.592 0.11238
## confirmed_7dav_incidence_prop 2.026e-04 2.608e-04 0.777 0.43783
## deaths_7dav_cumulative_prop -2.356e-03 1.068e-03 -2.206 0.02815 *
## deaths_7dav_incidence_prop -9.457e-03 1.185e-02 -0.798 0.42562
## EmergDec1 1.358e-01 1.393e-02 9.749 < 2e-16 ***
## GathRestrict1 5.644e-02 3.710e-02 1.521 0.12929
## SchoolClose1 2.969e-02 7.370e-03 4.029 7.19e-05 ***
## BarRestrict1 -3.913e-02 3.532e-02 -1.108 0.26885
## PublicMask1 -8.549e-02 9.420e-03 -9.075 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.756e-02 8.433e-03 3.268 0.00121 **
## weekend1 2.645e-02 4.162e-03 6.355 8.16e-10 ***
## holiday1 2.589e-02 1.107e-02 2.339 0.02001 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03225 on 287 degrees of freedom
## Multiple R-squared: 0.7915, Adjusted R-squared: 0.7827
## F-statistic: 90.77 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48399
## "Runnels County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.089080 -0.022475 -0.000667 0.019662 0.148075
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.137e-01 7.256e-03 29.446 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.996e-05 1.240e-05 -2.416 0.016324 *
## confirmed_7dav_incidence_prop 6.268e-04 1.532e-04 4.091 5.59e-05 ***
## deaths_7dav_cumulative_prop 4.200e-04 3.119e-04 1.347 0.179167
## deaths_7dav_incidence_prop 1.977e-04 2.765e-03 0.071 0.943058
## EmergDec1 5.238e-02 1.478e-02 3.543 0.000461 ***
## GathRestrict1 5.731e-02 4.031e-02 1.422 0.156118
## SchoolClose1 -3.430e-03 1.195e-02 -0.287 0.774284
## BarRestrict1 -2.502e-02 3.723e-02 -0.672 0.502103
## PublicMask1 -3.445e-02 8.363e-03 -4.119 4.97e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 9.485e-03 8.120e-03 1.168 0.243744
## weekend1 4.272e-02 4.417e-03 9.673 < 2e-16 ***
## holiday1 2.650e-02 1.173e-02 2.260 0.024597 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03423 on 287 degrees of freedom
## Multiple R-squared: 0.5337, Adjusted R-squared: 0.5142
## F-statistic: 27.38 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48401
## "Rusk County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.060246 -0.015379 -0.002485 0.012432 0.155349
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.765e-01 5.845e-03 30.200 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.922e-06 8.749e-06 0.563 0.574188
## confirmed_7dav_incidence_prop 1.149e-04 1.411e-04 0.815 0.416006
## deaths_7dav_cumulative_prop -9.260e-05 2.248e-04 -0.412 0.680690
## deaths_7dav_incidence_prop -3.910e-03 5.054e-03 -0.774 0.439782
## EmergDec1 4.267e-02 1.191e-02 3.583 0.000399 ***
## GathRestrict1 6.385e-02 3.188e-02 2.003 0.046127 *
## SchoolClose1 1.236e-02 7.441e-03 1.661 0.097849 .
## BarRestrict1 -4.387e-02 3.002e-02 -1.461 0.145067
## PublicMask1 -5.632e-02 6.766e-03 -8.324 3.51e-15 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.622e-02 6.643e-03 2.442 0.015222 *
## weekend1 4.566e-02 3.558e-03 12.835 < 2e-16 ***
## holiday1 2.765e-02 9.433e-03 2.932 0.003644 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02757 on 287 degrees of freedom
## Multiple R-squared: 0.6418, Adjusted R-squared: 0.6268
## F-statistic: 42.85 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48403
## "Sabine County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.085105 -0.020614 -0.002716 0.019386 0.186782
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.053e-01 7.159e-03 28.674 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.543e-05 2.527e-05 1.402 0.16210
## confirmed_7dav_incidence_prop 8.770e-07 4.809e-04 0.002 0.99855
## deaths_7dav_cumulative_prop -2.051e-04 3.147e-04 -0.652 0.51497
## deaths_7dav_incidence_prop -1.052e-03 1.977e-03 -0.532 0.59513
## EmergDec1 1.573e-02 1.458e-02 1.079 0.28171
## GathRestrict1 5.513e-02 3.959e-02 1.392 0.16489
## SchoolClose1 7.254e-03 1.142e-02 0.635 0.52572
## BarRestrict1 -2.669e-02 3.677e-02 -0.726 0.46845
## PublicMask1 -5.585e-02 8.397e-03 -6.651 1.46e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.577e-02 8.216e-03 3.136 0.00189 **
## weekend1 4.039e-02 4.357e-03 9.270 < 2e-16 ***
## holiday1 2.384e-02 1.156e-02 2.063 0.04006 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03377 on 287 degrees of freedom
## Multiple R-squared: 0.5022, Adjusted R-squared: 0.4813
## F-statistic: 24.12 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48405
## "San Augustine County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.072917 -0.022603 -0.001178 0.020375 0.147677
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.909e-01 7.256e-03 26.308 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.602e-05 2.315e-05 0.692 0.4896
## confirmed_7dav_incidence_prop 6.320e-05 2.358e-04 0.268 0.7889
## deaths_7dav_cumulative_prop -1.677e-04 3.173e-04 -0.528 0.5976
## deaths_7dav_incidence_prop -2.660e-03 1.898e-03 -1.402 0.1621
## EmergDec1 3.049e-02 1.478e-02 2.062 0.0401 *
## GathRestrict1 6.649e-02 4.005e-02 1.660 0.0980 .
## SchoolClose1 6.148e-03 1.077e-02 0.571 0.5684
## BarRestrict1 -1.322e-02 3.755e-02 -0.352 0.7251
## PublicMask1 -6.286e-02 8.912e-03 -7.054 1.31e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.361e-02 8.758e-03 1.554 0.1213
## weekend1 4.487e-02 4.417e-03 10.160 < 2e-16 ***
## holiday1 2.295e-02 1.175e-02 1.953 0.0518 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03423 on 287 degrees of freedom
## Multiple R-squared: 0.5252, Adjusted R-squared: 0.5053
## F-statistic: 26.45 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48407
## "San Jacinto County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.073708 -0.017868 -0.003158 0.017333 0.158484
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.155e-01 6.291e-03 34.253 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.051e-04 3.465e-05 -3.032 0.002653 **
## confirmed_7dav_incidence_prop 1.483e-03 4.415e-04 3.359 0.000887 ***
## deaths_7dav_cumulative_prop 7.290e-04 4.276e-04 1.705 0.089286 .
## deaths_7dav_incidence_prop -2.761e-03 4.288e-03 -0.644 0.520134
## EmergDec1 4.702e-02 1.282e-02 3.669 0.000290 ***
## GathRestrict1 9.390e-02 3.587e-02 2.618 0.009314 **
## SchoolClose1 -1.394e-02 1.289e-02 -1.081 0.280544
## BarRestrict1 -2.406e-02 3.232e-02 -0.744 0.457241
## PublicMask1 -5.250e-02 7.430e-03 -7.065 1.22e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.136e-02 7.280e-03 1.560 0.119788
## weekend1 3.929e-02 3.829e-03 10.263 < 2e-16 ***
## holiday1 2.967e-02 1.016e-02 2.922 0.003759 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02967 on 287 degrees of freedom
## Multiple R-squared: 0.6678, Adjusted R-squared: 0.6539
## F-statistic: 48.08 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48409
## "San Patricio County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.059468 -0.016828 -0.001495 0.013804 0.093266
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.039e-01 5.327e-03 38.279 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.382e-05 1.559e-05 0.887 0.37580
## confirmed_7dav_incidence_prop 5.289e-04 2.632e-04 2.009 0.04542 *
## deaths_7dav_cumulative_prop -6.082e-04 2.874e-04 -2.116 0.03520 *
## deaths_7dav_incidence_prop -3.902e-03 2.665e-03 -1.464 0.14421
## EmergDec1 3.320e-02 1.085e-02 3.059 0.00243 **
## GathRestrict1 7.228e-02 3.041e-02 2.377 0.01813 *
## SchoolClose1 -6.355e-03 1.130e-02 -0.562 0.57424
## BarRestrict1 -5.924e-03 2.736e-02 -0.217 0.82875
## PublicMask1 -3.834e-02 6.182e-03 -6.201 1.94e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.615e-02 6.056e-03 2.668 0.00807 **
## weekend1 3.805e-02 3.243e-03 11.732 < 2e-16 ***
## holiday1 2.793e-02 8.620e-03 3.240 0.00133 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02513 on 287 degrees of freedom
## Multiple R-squared: 0.6955, Adjusted R-squared: 0.6828
## F-statistic: 54.63 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48411
## "San Saba County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.073665 -0.020080 -0.000645 0.017181 0.174371
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.781e-01 6.684e-03 26.653 < 2e-16 ***
## confirmed_7dav_cumulative_prop -5.015e-07 4.878e-06 -0.103 0.91818
## confirmed_7dav_incidence_prop -4.618e-05 4.861e-05 -0.950 0.34284
## deaths_7dav_cumulative_prop -1.200e-04 1.679e-04 -0.715 0.47516
## deaths_7dav_incidence_prop 5.233e-03 2.231e-03 2.346 0.01965 *
## EmergDec1 2.608e-02 1.362e-02 1.915 0.05646 .
## GathRestrict1 5.955e-02 3.601e-02 1.654 0.09930 .
## SchoolClose1 2.675e-02 6.302e-03 4.244 2.96e-05 ***
## BarRestrict1 -5.738e-02 3.430e-02 -1.673 0.09542 .
## PublicMask1 -3.086e-02 7.693e-03 -4.011 7.71e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.325e-02 7.462e-03 3.116 0.00202 **
## weekend1 4.521e-02 4.068e-03 11.114 < 2e-16 ***
## holiday1 3.403e-02 1.085e-02 3.138 0.00188 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03153 on 287 degrees of freedom
## Multiple R-squared: 0.5847, Adjusted R-squared: 0.5673
## F-statistic: 33.67 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48413
## "Schleicher County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.130458 -0.037560 -0.001654 0.034186 0.159823
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.881e-01 1.076e-02 17.476 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.431e-05 1.183e-05 3.744 0.000219 ***
## confirmed_7dav_incidence_prop -3.413e-05 1.160e-04 -0.294 0.768865
## deaths_7dav_cumulative_prop -1.451e-03 3.467e-04 -4.186 3.78e-05 ***
## deaths_7dav_incidence_prop 2.202e-03 1.862e-03 1.182 0.238041
## EmergDec1 2.217e-02 2.193e-02 1.011 0.312949
## GathRestrict1 1.136e-01 5.847e-02 1.942 0.053100 .
## SchoolClose1 7.020e-03 1.157e-02 0.607 0.544438
## BarRestrict1 -1.132e-01 5.528e-02 -2.047 0.041536 *
## PublicMask1 -7.397e-03 1.240e-02 -0.596 0.551405
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.666e-02 1.208e-02 3.036 0.002621 **
## weekend1 6.115e-02 6.552e-03 9.333 < 2e-16 ***
## holiday1 3.404e-02 1.745e-02 1.951 0.052031 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05077 on 287 degrees of freedom
## Multiple R-squared: 0.3958, Adjusted R-squared: 0.3705
## F-statistic: 15.67 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48415
## "Scurry County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.066679 -0.019120 -0.004104 0.018531 0.178300
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.185e-01 6.646e-03 32.885 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.834e-05 6.283e-06 -2.919 0.003789 **
## confirmed_7dav_incidence_prop 2.367e-04 5.448e-05 4.345 1.93e-05 ***
## deaths_7dav_cumulative_prop 8.262e-04 3.205e-04 2.578 0.010438 *
## deaths_7dav_incidence_prop -1.834e-03 3.093e-03 -0.593 0.553653
## EmergDec1 4.520e-02 1.354e-02 3.338 0.000955 ***
## GathRestrict1 5.385e-02 3.834e-02 1.405 0.161175
## SchoolClose1 -2.916e-02 1.488e-02 -1.960 0.051012 .
## BarRestrict1 -2.456e-03 3.411e-02 -0.072 0.942647
## PublicMask1 -3.596e-02 7.687e-03 -4.678 4.46e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.952e-02 7.589e-03 2.572 0.010619 *
## weekend1 3.914e-02 4.045e-03 9.675 < 2e-16 ***
## holiday1 3.191e-02 1.074e-02 2.971 0.003217 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03135 on 287 degrees of freedom
## Multiple R-squared: 0.5202, Adjusted R-squared: 0.5001
## F-statistic: 25.93 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48417
## "Shackelford County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.091335 -0.021956 -0.002638 0.020003 0.163716
##
## Coefficients: (3 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.692e-01 7.297e-03 23.185 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.601e-06 8.511e-06 -0.423 0.672493
## confirmed_7dav_incidence_prop 9.590e-04 3.373e-04 2.843 0.004788 **
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 3.911e-02 1.487e-02 2.631 0.008970 **
## GathRestrict1 6.991e-02 3.961e-02 1.765 0.078658 .
## SchoolClose1 2.181e-02 8.360e-03 2.608 0.009570 **
## BarRestrict1 -6.999e-02 3.743e-02 -1.870 0.062532 .
## PublicMask1 -3.929e-02 8.444e-03 -4.653 4.98e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.797e-02 8.175e-03 3.421 0.000713 ***
## weekend1 5.137e-02 4.441e-03 11.567 < 2e-16 ***
## holiday1 2.318e-02 1.176e-02 1.971 0.049653 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03442 on 289 degrees of freedom
## Multiple R-squared: 0.5659, Adjusted R-squared: 0.5508
## F-statistic: 37.67 on 10 and 289 DF, p-value: < 2.2e-16
##
## 48419
## "Shelby County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.062965 -0.017048 -0.003421 0.014154 0.167666
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.761e-01 5.776e-03 30.498 < 2e-16 ***
## confirmed_7dav_cumulative_prop -7.103e-05 2.078e-05 -3.418 0.000721 ***
## confirmed_7dav_incidence_prop -8.785e-05 3.457e-04 -0.254 0.799604
## deaths_7dav_cumulative_prop 8.302e-04 2.565e-04 3.236 0.001352 **
## deaths_7dav_incidence_prop -1.780e-03 2.337e-03 -0.761 0.447019
## EmergDec1 4.553e-02 1.177e-02 3.869 0.000135 ***
## GathRestrict1 8.283e-02 3.161e-02 2.620 0.009253 **
## SchoolClose1 1.131e-03 8.007e-03 0.141 0.887768
## BarRestrict1 -3.130e-02 2.997e-02 -1.044 0.297200
## PublicMask1 -3.020e-02 9.609e-03 -3.143 0.001846 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.316e-02 7.183e-03 3.224 0.001409 **
## weekend1 3.808e-02 3.516e-03 10.831 < 2e-16 ***
## holiday1 2.371e-02 9.343e-03 2.537 0.011694 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02724 on 287 degrees of freedom
## Multiple R-squared: 0.6919, Adjusted R-squared: 0.6791
## F-statistic: 53.72 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48421
## "Sherman County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.142943 -0.028702 -0.003352 0.020817 0.165144
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.126e-01 9.415e-03 22.583 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.722e-05 1.124e-05 -1.532 0.12653
## confirmed_7dav_incidence_prop 2.391e-04 3.277e-04 0.730 0.46624
## deaths_7dav_cumulative_prop 4.510e-04 2.931e-04 1.539 0.12498
## deaths_7dav_incidence_prop -2.911e-03 2.575e-03 -1.131 0.25906
## EmergDec1 -1.617e-02 1.918e-02 -0.843 0.40005
## GathRestrict1 -3.029e-02 5.112e-02 -0.593 0.55396
## SchoolClose1 5.470e-03 1.124e-02 0.487 0.62689
## BarRestrict1 7.539e-02 4.845e-02 1.556 0.12082
## PublicMask1 -1.433e-03 1.311e-02 -0.109 0.91299
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.958e-02 1.086e-02 1.803 0.07247 .
## weekend1 5.035e-02 5.730e-03 8.786 < 2e-16 ***
## holiday1 4.344e-02 1.523e-02 2.853 0.00464 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04441 on 287 degrees of freedom
## Multiple R-squared: 0.3355, Adjusted R-squared: 0.3077
## F-statistic: 12.07 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48423
## "Smith County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.067368 -0.014005 -0.000824 0.012543 0.128352
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.968e-01 5.082e-03 38.728 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.565e-05 2.182e-05 0.717 0.47382
## confirmed_7dav_incidence_prop 2.728e-04 2.934e-04 0.930 0.35333
## deaths_7dav_cumulative_prop -5.169e-04 4.194e-04 -1.232 0.21884
## deaths_7dav_incidence_prop -1.740e-02 8.240e-03 -2.112 0.03557 *
## EmergDec1 6.461e-02 1.035e-02 6.241 1.56e-09 ***
## GathRestrict1 3.229e-02 3.059e-02 1.056 0.29200
## SchoolClose1 8.300e-03 1.436e-02 0.578 0.56378
## BarRestrict1 -1.405e-02 2.612e-02 -0.538 0.59090
## PublicMask1 -5.908e-02 5.976e-03 -9.886 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.782e-02 5.857e-03 4.749 3.23e-06 ***
## weekend1 4.042e-02 3.093e-03 13.067 < 2e-16 ***
## holiday1 2.460e-02 8.243e-03 2.984 0.00309 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02397 on 287 degrees of freedom
## Multiple R-squared: 0.7491, Adjusted R-squared: 0.7387
## F-statistic: 71.42 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48425
## "Somervell County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.11250 -0.02254 -0.00046 0.02007 0.19069
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.640e-01 7.595e-03 21.591 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.374e-06 9.874e-06 0.443 0.658120
## confirmed_7dav_incidence_prop 2.423e-04 2.791e-04 0.868 0.386087
## deaths_7dav_cumulative_prop -6.805e-04 2.777e-04 -2.450 0.014875 *
## deaths_7dav_incidence_prop -2.873e-03 3.177e-03 -0.904 0.366645
## EmergDec1 8.888e-02 1.547e-02 5.744 2.36e-08 ***
## GathRestrict1 4.689e-02 4.120e-02 1.138 0.256026
## SchoolClose1 1.689e-02 8.427e-03 2.004 0.046040 *
## BarRestrict1 -3.413e-02 3.899e-02 -0.875 0.382141
## PublicMask1 -7.207e-02 8.750e-03 -8.236 6.37e-15 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.644e-02 8.516e-03 3.104 0.002096 **
## weekend1 4.162e-02 4.623e-03 9.004 < 2e-16 ***
## holiday1 4.100e-02 1.229e-02 3.335 0.000965 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03583 on 287 degrees of freedom
## Multiple R-squared: 0.6903, Adjusted R-squared: 0.6774
## F-statistic: 53.31 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48427
## "Starr County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.07098 -0.02055 -0.00062 0.01707 0.20370
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.842e-01 6.960e-03 26.471 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.766e-05 8.736e-06 2.021 0.044173 *
## confirmed_7dav_incidence_prop 1.852e-04 1.477e-04 1.253 0.211092
## deaths_7dav_cumulative_prop -3.918e-04 1.537e-04 -2.550 0.011297 *
## deaths_7dav_incidence_prop -1.241e-03 2.217e-03 -0.560 0.576199
## EmergDec1 7.463e-02 1.418e-02 5.263 2.77e-07 ***
## GathRestrict1 1.348e-01 4.042e-02 3.335 0.000964 ***
## SchoolClose1 4.801e-04 1.584e-02 0.030 0.975840
## BarRestrict1 -2.426e-02 3.582e-02 -0.677 0.498839
## PublicMask1 -7.822e-02 8.107e-03 -9.649 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.937e-02 8.164e-03 2.373 0.018293 *
## weekend1 1.324e-02 4.236e-03 3.126 0.001952 **
## holiday1 1.228e-02 1.135e-02 1.082 0.280284
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03283 on 287 degrees of freedom
## Multiple R-squared: 0.7056, Adjusted R-squared: 0.6932
## F-statistic: 57.31 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48429
## "Stephens County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.088170 -0.020194 -0.001089 0.017882 0.114103
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.079e-01 6.609e-03 31.456 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.925e-06 8.778e-06 0.561 0.575232
## confirmed_7dav_incidence_prop 1.630e-04 7.780e-05 2.095 0.037034 *
## deaths_7dav_cumulative_prop -3.839e-04 4.030e-04 -0.953 0.341590
## deaths_7dav_incidence_prop -4.613e-04 2.501e-03 -0.184 0.853807
## EmergDec1 5.631e-02 1.346e-02 4.182 3.85e-05 ***
## GathRestrict1 -1.405e-02 3.596e-02 -0.391 0.696262
## SchoolClose1 2.993e-02 8.171e-03 3.663 0.000297 ***
## BarRestrict1 -1.505e-02 3.392e-02 -0.444 0.657599
## PublicMask1 -2.843e-02 7.611e-03 -3.736 0.000226 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.602e-02 7.385e-03 3.523 0.000496 ***
## weekend1 5.020e-02 4.023e-03 12.477 < 2e-16 ***
## holiday1 3.912e-02 1.073e-02 3.647 0.000315 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03117 on 287 degrees of freedom
## Multiple R-squared: 0.6423, Adjusted R-squared: 0.6273
## F-statistic: 42.94 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48431
## "Sterling County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.122297 -0.030508 -0.001175 0.026307 0.146354
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.679e-01 9.477e-03 17.721 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.831e-05 8.262e-06 -4.637 5.38e-06 ***
## confirmed_7dav_incidence_prop -8.914e-05 1.910e-04 -0.467 0.64099
## deaths_7dav_cumulative_prop 1.959e-03 2.606e-04 7.519 7.08e-13 ***
## deaths_7dav_incidence_prop -5.033e-03 1.608e-03 -3.130 0.00193 **
## EmergDec1 4.245e-02 1.931e-02 2.199 0.02871 *
## GathRestrict1 9.346e-02 5.093e-02 1.835 0.06755 .
## SchoolClose1 4.320e-02 7.902e-03 5.466 9.99e-08 ***
## BarRestrict1 -8.999e-02 4.861e-02 -1.851 0.06516 .
## PublicMask1 -3.499e-02 1.091e-02 -3.208 0.00149 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 9.843e-04 1.058e-02 0.093 0.92592
## weekend1 4.582e-02 5.768e-03 7.943 4.51e-14 ***
## holiday1 2.595e-02 1.530e-02 1.696 0.09101 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0447 on 287 degrees of freedom
## Multiple R-squared: 0.5402, Adjusted R-squared: 0.521
## F-statistic: 28.1 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48433
## "Stonewall County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.125154 -0.030477 -0.004206 0.030432 0.174833
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.547e-01 1.058e-02 14.612 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.604e-05 1.326e-05 2.719 0.00695 **
## confirmed_7dav_incidence_prop 1.923e-04 2.825e-04 0.680 0.49676
## deaths_7dav_cumulative_prop -5.840e-04 1.822e-04 -3.206 0.00150 **
## deaths_7dav_incidence_prop 3.965e-03 1.258e-03 3.151 0.00180 **
## EmergDec1 4.822e-02 2.157e-02 2.236 0.02612 *
## GathRestrict1 -8.888e-03 5.720e-02 -0.155 0.87663
## SchoolClose1 1.692e-02 1.063e-02 1.593 0.11230
## BarRestrict1 1.790e-02 5.430e-02 0.330 0.74183
## PublicMask1 -1.050e-02 1.218e-02 -0.862 0.38965
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 6.598e-02 1.183e-02 5.578 5.61e-08 ***
## weekend1 3.867e-02 6.443e-03 6.002 5.86e-09 ***
## holiday1 4.606e-02 1.711e-02 2.692 0.00752 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04993 on 287 degrees of freedom
## Multiple R-squared: 0.4361, Adjusted R-squared: 0.4125
## F-statistic: 18.5 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48435
## "Sutton County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.099257 -0.025397 0.000281 0.021684 0.127785
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.888e-01 7.821e-03 24.137 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.251e-05 4.609e-06 2.714 0.007046 **
## confirmed_7dav_incidence_prop 1.197e-04 9.264e-05 1.292 0.197472
## deaths_7dav_cumulative_prop -7.319e-04 1.922e-04 -3.807 0.000172 ***
## deaths_7dav_incidence_prop 2.706e-03 2.010e-03 1.346 0.179271
## EmergDec1 2.690e-02 1.593e-02 1.688 0.092426 .
## GathRestrict1 2.653e-02 4.246e-02 0.625 0.532612
## SchoolClose1 1.574e-02 8.932e-03 1.762 0.079125 .
## BarRestrict1 -1.139e-02 4.014e-02 -0.284 0.776780
## PublicMask1 -2.765e-02 9.010e-03 -3.069 0.002353 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.581e-02 8.765e-03 1.804 0.072293 .
## weekend1 4.640e-02 4.760e-03 9.748 < 2e-16 ***
## holiday1 2.473e-02 1.262e-02 1.959 0.051075 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03689 on 287 degrees of freedom
## Multiple R-squared: 0.4809, Adjusted R-squared: 0.4592
## F-statistic: 22.16 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48437
## "Swisher County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.07397 -0.02301 -0.00319 0.02253 0.17273
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.968e-01 7.872e-03 24.998 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.705e-05 1.584e-05 1.708 0.088770 .
## confirmed_7dav_incidence_prop 7.487e-04 2.305e-04 3.248 0.001301 **
## deaths_7dav_cumulative_prop -9.564e-04 4.113e-04 -2.325 0.020748 *
## deaths_7dav_incidence_prop 1.092e-04 2.310e-03 0.047 0.962307
## EmergDec1 5.358e-02 1.604e-02 3.341 0.000945 ***
## GathRestrict1 -1.229e-02 4.285e-02 -0.287 0.774403
## SchoolClose1 1.836e-02 8.477e-03 2.165 0.031196 *
## BarRestrict1 -1.048e-02 4.046e-02 -0.259 0.795777
## PublicMask1 -2.858e-02 9.189e-03 -3.110 0.002060 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.359e-02 8.838e-03 3.801 0.000176 ***
## weekend1 4.909e-02 4.791e-03 10.245 < 2e-16 ***
## holiday1 3.852e-02 1.285e-02 2.998 0.002955 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03713 on 287 degrees of freedom
## Multiple R-squared: 0.5016, Adjusted R-squared: 0.4808
## F-statistic: 24.07 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48439
## "Tarrant County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.061676 -0.016398 -0.000408 0.015869 0.113471
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.187e-01 5.055e-03 43.258 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.220e-05 1.466e-05 4.242 3.00e-05 ***
## confirmed_7dav_incidence_prop -3.591e-04 2.613e-04 -1.374 0.1705
## deaths_7dav_cumulative_prop -5.782e-03 1.157e-03 -4.996 1.02e-06 ***
## deaths_7dav_incidence_prop -5.403e-02 2.535e-02 -2.131 0.0339 *
## EmergDec1 1.025e-01 1.030e-02 9.951 < 2e-16 ***
## GathRestrict1 5.204e-02 2.797e-02 1.861 0.0638 .
## SchoolClose1 1.609e-03 7.833e-03 0.205 0.8374
## BarRestrict1 1.044e-03 2.608e-02 0.040 0.9681
## PublicMask1 -3.748e-02 7.925e-03 -4.730 3.53e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.338e-02 5.843e-03 4.002 8.01e-05 ***
## weekend1 2.111e-02 3.077e-03 6.860 4.23e-11 ***
## holiday1 2.060e-02 8.159e-03 2.525 0.0121 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02385 on 287 degrees of freedom
## Multiple R-squared: 0.8139, Adjusted R-squared: 0.8061
## F-statistic: 104.6 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48441
## "Taylor County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.057853 -0.016422 -0.002241 0.013622 0.172186
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.066e-01 5.574e-03 37.073 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.401e-05 2.606e-05 0.538 0.59118
## confirmed_7dav_incidence_prop 4.672e-04 3.528e-04 1.324 0.18656
## deaths_7dav_cumulative_prop -6.881e-04 4.954e-04 -1.389 0.16592
## deaths_7dav_incidence_prop 4.116e-03 8.276e-03 0.497 0.61935
## EmergDec1 5.108e-02 1.136e-02 4.498 9.97e-06 ***
## GathRestrict1 2.421e-02 3.056e-02 0.792 0.42894
## SchoolClose1 2.155e-02 7.708e-03 2.796 0.00553 **
## BarRestrict1 -2.376e-02 2.864e-02 -0.830 0.40745
## PublicMask1 -4.284e-02 6.889e-03 -6.219 1.77e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.357e-02 6.312e-03 5.318 2.11e-07 ***
## weekend1 4.158e-02 3.392e-03 12.257 < 2e-16 ***
## holiday1 2.906e-02 8.986e-03 3.234 0.00137 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02629 on 287 degrees of freedom
## Multiple R-squared: 0.715, Adjusted R-squared: 0.7031
## F-statistic: 60.01 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48443
## "Terrell County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.215984 -0.044588 0.002328 0.035885 0.280878
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.370e-01 1.445e-02 16.397 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.229e-05 1.780e-05 -1.815 0.0706 .
## confirmed_7dav_incidence_prop 1.505e-04 1.885e-04 0.798 0.4253
## deaths_7dav_cumulative_prop 4.853e-04 4.155e-04 1.168 0.2437
## deaths_7dav_incidence_prop -3.650e-04 1.710e-03 -0.213 0.8312
## EmergDec1 5.121e-02 2.944e-02 1.739 0.0831 .
## GathRestrict1 4.572e-02 7.773e-02 0.588 0.5568
## SchoolClose1 7.059e-04 1.237e-02 0.057 0.9545
## BarRestrict1 -7.144e-02 7.420e-02 -0.963 0.3364
## PublicMask1 2.429e-02 1.664e-02 1.460 0.1454
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 7.252e-02 1.617e-02 4.486 1.05e-05 ***
## weekend1 4.100e-02 8.797e-03 4.661 4.83e-06 ***
## holiday1 5.031e-02 2.347e-02 2.143 0.0329 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.06817 on 287 degrees of freedom
## Multiple R-squared: 0.2438, Adjusted R-squared: 0.2122
## F-statistic: 7.712 on 12 and 287 DF, p-value: 2.07e-12
##
## 48445
## "Terry County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.092986 -0.022890 -0.001715 0.021275 0.181709
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.908e-01 7.417e-03 25.725 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.953e-06 5.097e-06 1.364 0.17364
## confirmed_7dav_incidence_prop -1.323e-05 9.993e-05 -0.132 0.89478
## deaths_7dav_cumulative_prop -1.071e-04 1.546e-04 -0.693 0.48897
## deaths_7dav_incidence_prop 5.799e-03 1.871e-03 3.099 0.00213 **
## EmergDec1 4.341e-02 1.511e-02 2.873 0.00437 **
## GathRestrict1 3.431e-02 3.997e-02 0.858 0.39142
## SchoolClose1 2.275e-02 7.015e-03 3.243 0.00132 **
## BarRestrict1 -2.156e-02 3.806e-02 -0.567 0.57144
## PublicMask1 -4.932e-02 8.546e-03 -5.771 2.04e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.115e-02 8.285e-03 1.346 0.17949
## weekend1 4.370e-02 4.515e-03 9.679 < 2e-16 ***
## holiday1 2.430e-02 1.201e-02 2.023 0.04395 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03499 on 287 degrees of freedom
## Multiple R-squared: 0.5115, Adjusted R-squared: 0.4911
## F-statistic: 25.05 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48447
## "Throckmorton County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.120420 -0.029450 -0.000018 0.026732 0.222440
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.798e-01 9.769e-03 18.407 < 2e-16 ***
## confirmed_7dav_cumulative_prop -4.851e-06 8.233e-06 -0.589 0.55615
## confirmed_7dav_incidence_prop 4.405e-04 3.119e-04 1.412 0.15896
## deaths_7dav_cumulative_prop -2.748e-04 1.017e-04 -2.703 0.00727 **
## deaths_7dav_incidence_prop -1.364e-03 9.718e-04 -1.404 0.16146
## EmergDec1 2.370e-02 1.990e-02 1.191 0.23469
## GathRestrict1 9.615e-02 5.346e-02 1.798 0.07316 .
## SchoolClose1 -2.101e-02 1.317e-02 -1.595 0.11177
## BarRestrict1 -4.846e-02 5.011e-02 -0.967 0.33430
## PublicMask1 -6.093e-02 1.125e-02 -5.419 1.27e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.669e-02 1.091e-02 2.445 0.01508 *
## weekend1 6.194e-02 5.946e-03 10.418 < 2e-16 ***
## holiday1 2.538e-02 1.575e-02 1.611 0.10825
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.04608 on 287 degrees of freedom
## Multiple R-squared: 0.5044, Adjusted R-squared: 0.4837
## F-statistic: 24.34 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48449
## "Titus County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.055141 -0.015952 -0.004274 0.014179 0.150505
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.931e-01 5.510e-03 35.046 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.588e-06 4.873e-06 0.531 0.595702
## confirmed_7dav_incidence_prop 3.900e-04 1.141e-04 3.418 0.000722 ***
## deaths_7dav_cumulative_prop -2.446e-04 1.347e-04 -1.816 0.070456 .
## deaths_7dav_incidence_prop -1.695e-03 2.877e-03 -0.589 0.556331
## EmergDec1 4.175e-02 1.123e-02 3.719 0.000240 ***
## GathRestrict1 4.238e-02 3.052e-02 1.389 0.165991
## SchoolClose1 1.376e-02 8.726e-03 1.577 0.116008
## BarRestrict1 -1.968e-02 2.869e-02 -0.686 0.493227
## PublicMask1 -4.795e-02 7.725e-03 -6.207 1.89e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.777e-02 8.344e-03 3.328 0.000990 ***
## weekend1 3.942e-02 3.354e-03 11.754 < 2e-16 ***
## holiday1 2.210e-02 8.889e-03 2.487 0.013465 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02599 on 287 degrees of freedom
## Multiple R-squared: 0.7028, Adjusted R-squared: 0.6903
## F-statistic: 56.55 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48451
## "Tom Green County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.069855 -0.017090 -0.000759 0.015157 0.116853
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.152e-01 5.292e-03 40.673 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.149e-06 2.282e-05 0.269 0.787799
## confirmed_7dav_incidence_prop 4.425e-04 2.801e-04 1.580 0.115322
## deaths_7dav_cumulative_prop -2.046e-04 4.196e-04 -0.488 0.626174
## deaths_7dav_incidence_prop -3.328e-03 3.662e-03 -0.909 0.364173
## EmergDec1 4.011e-02 1.078e-02 3.720 0.000239 ***
## GathRestrict1 3.128e-02 3.359e-02 0.931 0.352576
## SchoolClose1 2.327e-02 1.815e-02 1.282 0.200709
## BarRestrict1 -2.066e-02 2.718e-02 -0.760 0.447925
## PublicMask1 -4.066e-02 6.178e-03 -6.581 2.21e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.040e-02 6.096e-03 4.987 1.06e-06 ***
## weekend1 3.396e-02 3.221e-03 10.544 < 2e-16 ***
## holiday1 2.835e-02 8.538e-03 3.321 0.001013 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02496 on 287 degrees of freedom
## Multiple R-squared: 0.6934, Adjusted R-squared: 0.6806
## F-statistic: 54.1 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48453
## "Travis County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.053210 -0.015699 0.000477 0.013265 0.081155
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.344e-01 4.873e-03 48.105 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.362e-05 1.742e-05 1.355 0.176357
## confirmed_7dav_incidence_prop -6.076e-05 3.319e-04 -0.183 0.854857
## deaths_7dav_cumulative_prop -3.393e-03 1.209e-03 -2.807 0.005338 **
## deaths_7dav_incidence_prop -1.761e-02 1.622e-02 -1.086 0.278578
## EmergDec1 9.358e-02 9.928e-03 9.426 < 2e-16 ***
## GathRestrict1 1.009e-01 2.796e-02 3.608 0.000365 ***
## SchoolClose1 9.701e-03 1.041e-02 0.932 0.352176
## BarRestrict1 -4.101e-02 2.521e-02 -1.627 0.104921
## PublicMask1 -2.653e-02 7.205e-03 -3.682 0.000277 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.761e-02 5.904e-03 6.370 7.48e-10 ***
## weekend1 3.916e-04 2.966e-03 0.132 0.895041
## holiday1 4.997e-03 7.869e-03 0.635 0.525929
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02299 on 287 degrees of freedom
## Multiple R-squared: 0.8422, Adjusted R-squared: 0.8356
## F-statistic: 127.7 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48455
## "Trinity County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.088065 -0.017546 -0.002088 0.015415 0.163768
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.050e-01 6.488e-03 31.596 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.721e-05 3.570e-05 1.042 0.29813
## confirmed_7dav_incidence_prop 2.563e-04 4.778e-04 0.536 0.59206
## deaths_7dav_cumulative_prop -9.497e-04 6.273e-04 -1.514 0.13118
## deaths_7dav_incidence_prop 2.595e-03 4.151e-03 0.625 0.53243
## EmergDec1 3.851e-02 1.322e-02 2.913 0.00386 **
## GathRestrict1 3.262e-02 3.878e-02 0.841 0.40088
## SchoolClose1 2.195e-02 1.759e-02 1.247 0.21329
## BarRestrict1 -2.625e-02 3.334e-02 -0.787 0.43180
## PublicMask1 -3.436e-02 7.901e-03 -4.349 1.9e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.893e-02 7.546e-03 2.508 0.01269 *
## weekend1 4.443e-02 3.949e-03 11.252 < 2e-16 ***
## holiday1 2.577e-02 1.047e-02 2.460 0.01448 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0306 on 287 degrees of freedom
## Multiple R-squared: 0.5498, Adjusted R-squared: 0.531
## F-statistic: 29.21 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48457
## "Tyler County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.08389 -0.01822 -0.00282 0.01703 0.14649
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.973e-01 6.375e-03 30.952 < 2e-16 ***
## confirmed_7dav_cumulative_prop -4.696e-06 1.788e-05 -0.263 0.792984
## confirmed_7dav_incidence_prop 2.463e-04 3.306e-04 0.745 0.456901
## deaths_7dav_cumulative_prop -1.268e-03 9.600e-04 -1.321 0.187442
## deaths_7dav_incidence_prop 1.514e-02 7.174e-03 2.111 0.035647 *
## EmergDec1 3.683e-02 1.299e-02 2.835 0.004902 **
## GathRestrict1 5.228e-02 3.498e-02 1.495 0.136107
## SchoolClose1 -1.279e-03 8.951e-03 -0.143 0.886446
## BarRestrict1 -2.892e-03 3.272e-02 -0.088 0.929638
## PublicMask1 -5.363e-02 7.384e-03 -7.262 3.59e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.824e-02 7.157e-03 2.549 0.011339 *
## weekend1 4.975e-02 3.881e-03 12.820 < 2e-16 ***
## holiday1 3.559e-02 1.030e-02 3.455 0.000634 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03007 on 287 degrees of freedom
## Multiple R-squared: 0.6554, Adjusted R-squared: 0.641
## F-statistic: 45.5 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48459
## "Upshur County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.063801 -0.016308 -0.001348 0.015493 0.169545
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.798e-01 5.771e-03 31.165 < 2e-16 ***
## confirmed_7dav_cumulative_prop -9.790e-05 3.186e-05 -3.073 0.002325 **
## confirmed_7dav_incidence_prop 1.776e-03 5.947e-04 2.986 0.003068 **
## deaths_7dav_cumulative_prop 2.047e-03 7.089e-04 2.887 0.004180 **
## deaths_7dav_incidence_prop 1.208e-02 6.054e-03 1.995 0.047031 *
## EmergDec1 7.193e-02 1.176e-02 6.118 3.09e-09 ***
## GathRestrict1 5.195e-02 3.250e-02 1.598 0.111061
## SchoolClose1 -6.805e-03 1.096e-02 -0.621 0.535050
## BarRestrict1 -3.385e-02 2.966e-02 -1.141 0.254751
## PublicMask1 -4.911e-02 6.821e-03 -7.200 5.31e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.801e-02 6.647e-03 2.709 0.007146 **
## weekend1 5.039e-02 3.513e-03 14.346 < 2e-16 ***
## holiday1 3.481e-02 9.367e-03 3.716 0.000243 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02722 on 287 degrees of freedom
## Multiple R-squared: 0.6874, Adjusted R-squared: 0.6743
## F-statistic: 52.58 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48461
## "Upton County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.114407 -0.022917 0.000297 0.019488 0.112596
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.566e-01 7.965e-03 19.666 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.901e-05 2.152e-05 3.207 0.001493 **
## confirmed_7dav_incidence_prop 3.919e-05 2.083e-04 0.188 0.850899
## deaths_7dav_cumulative_prop -4.679e-04 1.832e-04 -2.555 0.011137 *
## deaths_7dav_incidence_prop 1.507e-03 1.986e-03 0.759 0.448452
## EmergDec1 5.615e-02 1.623e-02 3.460 0.000621 ***
## GathRestrict1 -8.132e-03 4.312e-02 -0.189 0.850540
## SchoolClose1 2.750e-02 8.312e-03 3.309 0.001057 **
## BarRestrict1 -1.800e-02 4.086e-02 -0.441 0.659899
## PublicMask1 -8.738e-03 9.184e-03 -0.951 0.342182
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.437e-02 8.985e-03 1.599 0.110897
## weekend1 4.639e-02 4.848e-03 9.571 < 2e-16 ***
## holiday1 2.953e-02 1.292e-02 2.285 0.023037 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03757 on 287 degrees of freedom
## Multiple R-squared: 0.3796, Adjusted R-squared: 0.3536
## F-statistic: 14.63 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48463
## "Uvalde County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.077144 -0.016373 -0.001415 0.016667 0.085217
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.136e-01 5.783e-03 36.926 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.595e-06 8.273e-06 0.555 0.57907
## confirmed_7dav_incidence_prop 5.590e-04 1.761e-04 3.175 0.00166 **
## deaths_7dav_cumulative_prop -3.306e-04 1.566e-04 -2.111 0.03564 *
## deaths_7dav_incidence_prop -2.446e-03 2.261e-03 -1.082 0.28014
## EmergDec1 4.683e-02 1.178e-02 3.975 8.92e-05 ***
## GathRestrict1 2.066e-02 3.214e-02 0.643 0.52090
## SchoolClose1 1.064e-02 9.658e-03 1.102 0.27160
## BarRestrict1 1.341e-03 2.971e-02 0.045 0.96403
## PublicMask1 -4.306e-02 6.688e-03 -6.439 5.05e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.774e-02 6.645e-03 4.174 3.97e-05 ***
## weekend1 3.471e-02 3.520e-03 9.861 < 2e-16 ***
## holiday1 3.117e-02 9.342e-03 3.337 0.00096 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02728 on 287 degrees of freedom
## Multiple R-squared: 0.6783, Adjusted R-squared: 0.6649
## F-statistic: 50.43 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48465
## "Val Verde County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.075236 -0.015988 -0.000485 0.017396 0.068789
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.122e-01 5.510e-03 38.509 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.696e-06 5.170e-06 1.295 0.196333
## confirmed_7dav_incidence_prop 7.916e-06 5.095e-05 0.155 0.876630
## deaths_7dav_cumulative_prop -2.631e-04 8.869e-05 -2.967 0.003265 **
## deaths_7dav_incidence_prop -2.174e-04 1.658e-03 -0.131 0.895765
## EmergDec1 5.584e-02 1.122e-02 4.974 1.13e-06 ***
## GathRestrict1 8.601e-02 3.077e-02 2.795 0.005542 **
## SchoolClose1 -8.456e-03 9.353e-03 -0.904 0.366674
## BarRestrict1 -2.905e-02 2.827e-02 -1.028 0.304959
## PublicMask1 -3.948e-02 6.357e-03 -6.211 1.84e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.424e-02 6.214e-03 3.901 0.000119 ***
## weekend1 3.011e-02 3.354e-03 8.979 < 2e-16 ***
## holiday1 2.118e-02 8.928e-03 2.373 0.018321 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02599 on 287 degrees of freedom
## Multiple R-squared: 0.6728, Adjusted R-squared: 0.6591
## F-statistic: 49.18 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48467
## "Van Zandt County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.068031 -0.016990 -0.002198 0.013475 0.170414
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.850e-01 5.935e-03 31.174 < 2e-16 ***
## confirmed_7dav_cumulative_prop 4.041e-05 1.796e-05 2.250 0.025232 *
## confirmed_7dav_incidence_prop 3.493e-04 3.192e-04 1.094 0.274760
## deaths_7dav_cumulative_prop -1.038e-03 3.517e-04 -2.950 0.003439 **
## deaths_7dav_incidence_prop -3.761e-03 3.805e-03 -0.988 0.323880
## EmergDec1 5.822e-02 1.209e-02 4.815 2.39e-06 ***
## GathRestrict1 2.788e-02 3.250e-02 0.858 0.391692
## SchoolClose1 1.207e-02 7.835e-03 1.540 0.124625
## BarRestrict1 -1.911e-02 3.047e-02 -0.627 0.530891
## PublicMask1 -5.904e-02 6.863e-03 -8.603 5.18e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.633e-02 6.722e-03 3.917 0.000112 ***
## weekend1 4.101e-02 3.613e-03 11.351 < 2e-16 ***
## holiday1 3.525e-02 9.599e-03 3.672 0.000287 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.028 on 287 degrees of freedom
## Multiple R-squared: 0.6472, Adjusted R-squared: 0.6325
## F-statistic: 43.88 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48469
## "Victoria County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.070272 -0.016581 -0.003115 0.013685 0.117114
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.865e-01 5.750e-03 32.443 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.792e-06 7.792e-06 0.230 0.818297
## confirmed_7dav_incidence_prop 2.923e-04 1.103e-04 2.649 0.008519 **
## deaths_7dav_cumulative_prop -3.632e-04 2.659e-04 -1.366 0.172935
## deaths_7dav_incidence_prop 3.292e-03 4.127e-03 0.798 0.425732
## EmergDec1 4.315e-02 1.171e-02 3.683 0.000275 ***
## GathRestrict1 7.318e-02 3.363e-02 2.176 0.030354 *
## SchoolClose1 -3.488e-05 1.392e-02 -0.003 0.998003
## BarRestrict1 -2.384e-02 2.955e-02 -0.807 0.420479
## PublicMask1 -5.019e-02 6.752e-03 -7.434 1.22e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.451e-02 6.637e-03 5.199 3.81e-07 ***
## weekend1 3.737e-02 3.500e-03 10.677 < 2e-16 ***
## holiday1 2.803e-02 9.279e-03 3.021 0.002746 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02712 on 287 degrees of freedom
## Multiple R-squared: 0.7217, Adjusted R-squared: 0.7101
## F-statistic: 62.03 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48471
## "Walker County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.058555 -0.014718 -0.000681 0.012623 0.127711
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.837e-01 5.030e-03 36.529 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.229e-06 3.759e-06 0.327 0.74402
## confirmed_7dav_incidence_prop -3.516e-05 4.888e-05 -0.719 0.47251
## deaths_7dav_cumulative_prop -4.397e-04 2.015e-04 -2.182 0.02994 *
## deaths_7dav_incidence_prop -1.542e-03 2.418e-03 -0.638 0.52409
## EmergDec1 3.512e-02 1.025e-02 3.427 0.00070 ***
## GathRestrict1 7.996e-02 2.768e-02 2.889 0.00416 **
## SchoolClose1 6.994e-03 7.079e-03 0.988 0.32400
## BarRestrict1 -3.642e-02 2.604e-02 -1.398 0.16307
## PublicMask1 -1.833e-02 7.237e-03 -2.533 0.01184 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.183e-02 6.760e-03 1.750 0.08125 .
## weekend1 3.250e-02 3.062e-03 10.614 < 2e-16 ***
## holiday1 1.710e-02 8.165e-03 2.094 0.03716 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02373 on 287 degrees of freedom
## Multiple R-squared: 0.6403, Adjusted R-squared: 0.6253
## F-statistic: 42.58 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48473
## "Waller County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.057210 -0.017089 -0.001764 0.015352 0.146654
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.915e-01 5.657e-03 33.848 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.082e-05 2.602e-05 1.184 0.2372
## confirmed_7dav_incidence_prop 1.721e-04 4.257e-04 0.404 0.6863
## deaths_7dav_cumulative_prop -2.644e-03 1.221e-03 -2.166 0.0311 *
## deaths_7dav_incidence_prop 1.265e-03 8.604e-03 0.147 0.8832
## EmergDec1 5.739e-02 1.152e-02 4.979 1.10e-06 ***
## GathRestrict1 7.885e-02 3.127e-02 2.521 0.0122 *
## SchoolClose1 5.804e-03 8.595e-03 0.675 0.5001
## BarRestrict1 -3.609e-02 2.908e-02 -1.241 0.2156
## PublicMask1 -5.105e-02 6.799e-03 -7.509 7.57e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.186e-02 6.551e-03 1.810 0.0714 .
## weekend1 3.216e-02 3.443e-03 9.340 < 2e-16 ***
## holiday1 1.816e-02 9.128e-03 1.990 0.0476 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02668 on 287 degrees of freedom
## Multiple R-squared: 0.6579, Adjusted R-squared: 0.6436
## F-statistic: 45.99 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48475
## "Ward County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.082885 -0.014467 -0.000475 0.015948 0.142437
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.915e-01 5.413e-03 35.380 < 2e-16 ***
## confirmed_7dav_cumulative_prop -7.219e-08 6.130e-06 -0.012 0.990612
## confirmed_7dav_incidence_prop 2.708e-04 8.875e-05 3.051 0.002493 **
## deaths_7dav_cumulative_prop -2.868e-04 4.704e-04 -0.610 0.542541
## deaths_7dav_incidence_prop 5.307e-03 3.130e-03 1.695 0.091096 .
## EmergDec1 1.568e-02 1.103e-02 1.422 0.156161
## GathRestrict1 -3.896e-03 2.923e-02 -0.133 0.894046
## SchoolClose1 1.450e-02 5.081e-03 2.854 0.004631 **
## BarRestrict1 1.876e-03 2.778e-02 0.068 0.946196
## PublicMask1 -1.731e-02 6.240e-03 -2.775 0.005891 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.305e-02 6.090e-03 3.785 0.000188 ***
## weekend1 4.351e-02 3.295e-03 13.206 < 2e-16 ***
## holiday1 3.521e-02 8.745e-03 4.026 7.27e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02553 on 287 degrees of freedom
## Multiple R-squared: 0.554, Adjusted R-squared: 0.5354
## F-statistic: 29.71 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48477
## "Washington County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.063546 -0.016470 -0.000962 0.015739 0.141982
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.980e-01 5.481e-03 36.124 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.804e-05 1.001e-05 1.802 0.072644 .
## confirmed_7dav_incidence_prop 6.971e-04 2.382e-04 2.927 0.003700 **
## deaths_7dav_cumulative_prop -1.016e-03 2.387e-04 -4.259 2.79e-05 ***
## deaths_7dav_incidence_prop -3.451e-03 2.938e-03 -1.174 0.241204
## EmergDec1 3.969e-02 1.117e-02 3.554 0.000443 ***
## GathRestrict1 8.434e-02 3.002e-02 2.809 0.005311 **
## SchoolClose1 -9.963e-03 7.459e-03 -1.336 0.182695
## BarRestrict1 -2.115e-02 2.835e-02 -0.746 0.456257
## PublicMask1 4.080e-03 1.122e-02 0.364 0.716323
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.617e-02 6.840e-03 2.364 0.018734 *
## weekend1 3.827e-02 3.336e-03 11.472 < 2e-16 ***
## holiday1 2.590e-02 8.869e-03 2.921 0.003772 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02585 on 287 degrees of freedom
## Multiple R-squared: 0.6928, Adjusted R-squared: 0.68
## F-statistic: 53.94 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48479
## "Webb County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.079831 -0.017671 0.000534 0.014507 0.168795
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.928e-01 5.807e-03 33.206 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.383e-06 8.272e-06 0.772 0.4410
## confirmed_7dav_incidence_prop 1.578e-04 1.088e-04 1.451 0.1480
## deaths_7dav_cumulative_prop -5.824e-04 3.607e-04 -1.615 0.1075
## deaths_7dav_incidence_prop 6.067e-03 5.607e-03 1.082 0.2801
## EmergDec1 8.642e-02 1.183e-02 7.304 2.77e-12 ***
## GathRestrict1 1.543e-01 3.203e-02 4.819 2.34e-06 ***
## SchoolClose1 1.200e-02 8.575e-03 1.399 0.1628
## BarRestrict1 -7.559e-02 2.986e-02 -2.532 0.0119 *
## PublicMask1 -7.385e-02 6.734e-03 -10.967 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.257e-02 6.551e-03 4.971 1.15e-06 ***
## weekend1 1.404e-02 3.535e-03 3.972 9.01e-05 ***
## holiday1 1.041e-02 9.388e-03 1.109 0.2683
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02739 on 287 degrees of freedom
## Multiple R-squared: 0.8052, Adjusted R-squared: 0.797
## F-statistic: 98.86 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48481
## "Wharton County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.063167 -0.017406 -0.002612 0.016929 0.110155
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.790e-01 5.735e-03 31.202 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.075e-06 1.169e-05 0.434 0.664463
## confirmed_7dav_incidence_prop 1.930e-04 1.255e-04 1.538 0.125139
## deaths_7dav_cumulative_prop -3.309e-04 2.490e-04 -1.329 0.184945
## deaths_7dav_incidence_prop 7.704e-05 2.119e-03 0.036 0.971027
## EmergDec1 3.995e-02 1.169e-02 3.419 0.000721 ***
## GathRestrict1 7.407e-02 3.238e-02 2.288 0.022878 *
## SchoolClose1 -1.319e-03 1.080e-02 -0.122 0.902877
## BarRestrict1 -3.037e-02 2.948e-02 -1.030 0.303749
## PublicMask1 -4.364e-02 6.765e-03 -6.452 4.69e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 9.850e-03 6.617e-03 1.489 0.137691
## weekend1 4.144e-02 3.491e-03 11.870 < 2e-16 ***
## holiday1 2.675e-02 9.260e-03 2.889 0.004162 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02705 on 287 degrees of freedom
## Multiple R-squared: 0.6255, Adjusted R-squared: 0.6098
## F-statistic: 39.95 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48483
## "Wheeler County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.085738 -0.025156 0.000001 0.020309 0.188672
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.599e-01 7.747e-03 20.641 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.333e-05 9.881e-06 -1.349 0.178341
## confirmed_7dav_incidence_prop 2.994e-04 1.530e-04 1.957 0.051344 .
## deaths_7dav_cumulative_prop 6.148e-04 2.872e-04 2.140 0.033161 *
## deaths_7dav_incidence_prop 3.546e-04 1.528e-03 0.232 0.816677
## EmergDec1 3.466e-02 1.578e-02 2.196 0.028883 *
## GathRestrict1 6.190e-02 4.181e-02 1.481 0.139787
## SchoolClose1 -3.639e-03 7.664e-03 -0.475 0.635301
## BarRestrict1 -3.819e-02 3.975e-02 -0.961 0.337418
## PublicMask1 -3.480e-02 9.180e-03 -3.791 0.000183 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.490e-02 8.708e-03 4.007 7.83e-05 ***
## weekend1 3.807e-02 4.715e-03 8.074 1.88e-14 ***
## holiday1 4.883e-02 1.250e-02 3.907 0.000117 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03654 on 287 degrees of freedom
## Multiple R-squared: 0.4771, Adjusted R-squared: 0.4552
## F-statistic: 21.82 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48485
## "Wichita County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.064279 -0.017452 -0.001403 0.015416 0.133263
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.136e-01 5.624e-03 37.975 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.729e-05 1.567e-05 -2.379 0.01800 *
## confirmed_7dav_incidence_prop 8.113e-04 2.823e-04 2.874 0.00435 **
## deaths_7dav_cumulative_prop 1.196e-03 5.492e-04 2.178 0.03023 *
## deaths_7dav_incidence_prop 3.614e-03 7.104e-03 0.509 0.61135
## EmergDec1 4.979e-02 1.146e-02 4.345 1.93e-05 ***
## GathRestrict1 1.751e-02 3.094e-02 0.566 0.57180
## SchoolClose1 1.421e-02 7.615e-03 1.866 0.06303 .
## BarRestrict1 4.006e-03 2.888e-02 0.139 0.88976
## PublicMask1 -3.971e-02 6.481e-03 -6.127 2.94e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.681e-02 6.306e-03 4.253 2.86e-05 ***
## weekend1 4.077e-02 3.423e-03 11.911 < 2e-16 ***
## holiday1 2.687e-02 9.107e-03 2.950 0.00344 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02653 on 287 degrees of freedom
## Multiple R-squared: 0.6881, Adjusted R-squared: 0.6751
## F-statistic: 52.77 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48487
## "Wilbarger County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.062753 -0.018459 -0.002903 0.016246 0.113227
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.135e-01 5.935e-03 35.967 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.342e-05 5.449e-06 -2.463 0.014355 *
## confirmed_7dav_incidence_prop 3.077e-04 1.166e-04 2.639 0.008781 **
## deaths_7dav_cumulative_prop 4.367e-04 2.526e-04 1.729 0.084946 .
## deaths_7dav_incidence_prop 3.239e-04 2.215e-03 0.146 0.883848
## EmergDec1 4.117e-02 1.209e-02 3.404 0.000758 ***
## GathRestrict1 -2.821e-02 3.192e-02 -0.884 0.377600
## SchoolClose1 1.577e-02 5.157e-03 3.058 0.002435 **
## BarRestrict1 1.322e-02 3.045e-02 0.434 0.664398
## PublicMask1 -1.421e-02 6.834e-03 -2.079 0.038464 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.132e-02 6.628e-03 4.725 3.61e-06 ***
## weekend1 4.324e-02 3.613e-03 11.966 < 2e-16 ***
## holiday1 3.624e-02 9.599e-03 3.776 0.000194 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.028 on 287 degrees of freedom
## Multiple R-squared: 0.5637, Adjusted R-squared: 0.5455
## F-statistic: 30.9 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48489
## "Willacy County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.079624 -0.018191 0.000372 0.018315 0.102767
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.101e-01 6.494e-03 32.361 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.276e-05 5.271e-06 2.421 0.016109 *
## confirmed_7dav_incidence_prop 6.911e-05 5.624e-05 1.229 0.220159
## deaths_7dav_cumulative_prop -2.394e-04 1.006e-04 -2.379 0.018006 *
## deaths_7dav_incidence_prop -6.498e-04 1.436e-03 -0.453 0.651128
## EmergDec1 3.994e-02 1.323e-02 3.019 0.002763 **
## GathRestrict1 2.023e-02 3.704e-02 0.546 0.585360
## SchoolClose1 2.393e-02 1.356e-02 1.765 0.078664 .
## BarRestrict1 3.937e-02 3.338e-02 1.179 0.239257
## PublicMask1 -5.813e-02 7.520e-03 -7.729 1.83e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.837e-02 7.466e-03 3.799 0.000177 ***
## weekend1 2.904e-02 3.953e-03 7.348 2.10e-12 ***
## holiday1 2.585e-02 1.053e-02 2.455 0.014671 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03063 on 287 degrees of freedom
## Multiple R-squared: 0.6531, Adjusted R-squared: 0.6386
## F-statistic: 45.04 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48491
## "Williamson County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.077169 -0.017950 -0.000473 0.015534 0.122872
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.201e-01 5.780e-03 38.072 < 2e-16 ***
## confirmed_7dav_cumulative_prop 6.372e-05 2.362e-05 2.698 0.007397 **
## confirmed_7dav_incidence_prop -3.583e-04 3.489e-04 -1.027 0.305447
## deaths_7dav_cumulative_prop -6.111e-03 1.566e-03 -3.903 0.000118 ***
## deaths_7dav_incidence_prop 9.093e-04 1.744e-02 0.052 0.958444
## EmergDec1 1.019e-01 1.178e-02 8.650 3.72e-16 ***
## GathRestrict1 1.056e-01 3.195e-02 3.304 0.001074 **
## SchoolClose1 6.725e-03 9.056e-03 0.743 0.458349
## BarRestrict1 -3.273e-02 2.978e-02 -1.099 0.272678
## PublicMask1 -6.039e-02 7.711e-03 -7.831 9.43e-14 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.058e-02 6.827e-03 4.479 1.08e-05 ***
## weekend1 1.787e-02 3.518e-03 5.080 6.81e-07 ***
## holiday1 1.693e-02 9.323e-03 1.816 0.070490 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02727 on 287 degrees of freedom
## Multiple R-squared: 0.8206, Adjusted R-squared: 0.8131
## F-statistic: 109.4 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48493
## "Wilson County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.099687 -0.018471 -0.000306 0.015655 0.141747
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.877e-01 6.203e-03 30.261 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.595e-05 6.752e-06 2.362 0.018820 *
## confirmed_7dav_incidence_prop 9.249e-08 1.226e-04 0.001 0.999398
## deaths_7dav_cumulative_prop -1.441e-03 3.726e-04 -3.869 0.000135 ***
## deaths_7dav_incidence_prop -3.311e-03 5.188e-03 -0.638 0.523834
## EmergDec1 7.148e-02 1.264e-02 5.656 3.74e-08 ***
## GathRestrict1 9.260e-02 3.515e-02 2.635 0.008880 **
## SchoolClose1 -1.361e-02 1.246e-02 -1.093 0.275497
## BarRestrict1 -3.105e-02 3.183e-02 -0.976 0.330125
## PublicMask1 -4.796e-02 7.604e-03 -6.307 1.07e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.530e-02 6.993e-03 3.618 0.000351 ***
## weekend1 4.075e-02 3.775e-03 10.793 < 2e-16 ***
## holiday1 4.069e-02 1.001e-02 4.066 6.17e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02926 on 287 degrees of freedom
## Multiple R-squared: 0.7076, Adjusted R-squared: 0.6954
## F-statistic: 57.89 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48495
## "Winkler County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.063318 -0.022428 -0.001395 0.017534 0.138898
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.868e-01 6.315e-03 29.584 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.523e-06 5.295e-06 0.665 0.50640
## confirmed_7dav_incidence_prop 2.778e-04 1.232e-04 2.254 0.02493 *
## deaths_7dav_cumulative_prop -2.233e-04 1.804e-04 -1.238 0.21666
## deaths_7dav_incidence_prop 2.506e-05 2.413e-03 0.010 0.99172
## EmergDec1 4.183e-03 1.287e-02 0.325 0.74532
## GathRestrict1 9.534e-04 3.413e-02 0.028 0.97773
## SchoolClose1 1.258e-02 6.325e-03 1.989 0.04766 *
## BarRestrict1 -7.681e-03 3.241e-02 -0.237 0.81282
## PublicMask1 -5.262e-03 7.278e-03 -0.723 0.47024
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.263e-02 7.088e-03 3.193 0.00157 **
## weekend1 4.490e-02 3.845e-03 11.679 < 2e-16 ***
## holiday1 3.102e-02 1.019e-02 3.044 0.00255 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02979 on 287 degrees of freedom
## Multiple R-squared: 0.4266, Adjusted R-squared: 0.4026
## F-statistic: 17.79 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48497
## "Wise County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.085541 -0.017513 -0.002742 0.015596 0.171922
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.779e-01 6.145e-03 28.954 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.140e-05 2.347e-05 0.912 0.362680
## confirmed_7dav_incidence_prop 4.897e-04 2.205e-04 2.221 0.027133 *
## deaths_7dav_cumulative_prop -1.798e-03 1.120e-03 -1.605 0.109634
## deaths_7dav_incidence_prop 1.180e-02 6.557e-03 1.799 0.073012 .
## EmergDec1 7.405e-02 1.252e-02 5.916 9.40e-09 ***
## GathRestrict1 7.997e-03 3.374e-02 0.237 0.812802
## SchoolClose1 3.016e-02 8.962e-03 3.366 0.000867 ***
## BarRestrict1 -8.753e-03 3.153e-02 -0.278 0.781540
## PublicMask1 -5.585e-02 7.268e-03 -7.684 2.46e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.078e-02 6.864e-03 3.027 0.002694 **
## weekend1 4.210e-02 3.740e-03 11.256 < 2e-16 ***
## holiday1 3.170e-02 9.973e-03 3.179 0.001640 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02898 on 287 degrees of freedom
## Multiple R-squared: 0.705, Adjusted R-squared: 0.6927
## F-statistic: 57.16 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48499
## "Wood County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.066578 -0.018348 -0.001248 0.013882 0.148494
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.204e-01 5.924e-03 37.209 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.603e-05 2.406e-05 1.497 0.13537
## confirmed_7dav_incidence_prop 2.470e-04 3.756e-04 0.657 0.51141
## deaths_7dav_cumulative_prop -6.283e-04 3.155e-04 -1.992 0.04735 *
## deaths_7dav_incidence_prop -1.024e-02 5.433e-03 -1.884 0.06056 .
## EmergDec1 4.910e-02 1.207e-02 4.068 6.13e-05 ***
## GathRestrict1 4.430e-02 3.327e-02 1.332 0.18406
## SchoolClose1 1.405e-02 1.062e-02 1.322 0.18707
## BarRestrict1 -3.262e-02 3.040e-02 -1.073 0.28407
## PublicMask1 -4.911e-02 6.891e-03 -7.126 8.35e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.740e-02 6.688e-03 2.602 0.00975 **
## weekend1 4.059e-02 3.605e-03 11.257 < 2e-16 ***
## holiday1 3.121e-02 9.591e-03 3.254 0.00127 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02794 on 287 degrees of freedom
## Multiple R-squared: 0.6233, Adjusted R-squared: 0.6075
## F-statistic: 39.57 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48501
## "Yoakum County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.118470 -0.023383 -0.002058 0.020291 0.206132
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.700e-01 7.810e-03 21.765 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.741e-05 6.847e-06 4.004 7.95e-05 ***
## confirmed_7dav_incidence_prop 7.066e-05 9.087e-05 0.778 0.437418
## deaths_7dav_cumulative_prop -1.254e-03 4.071e-04 -3.080 0.002272 **
## deaths_7dav_incidence_prop 8.704e-04 1.915e-03 0.455 0.649746
## EmergDec1 5.101e-02 1.591e-02 3.206 0.001499 **
## GathRestrict1 8.107e-02 4.224e-02 1.919 0.055969 .
## SchoolClose1 1.258e-02 8.335e-03 1.510 0.132219
## BarRestrict1 -6.786e-02 4.007e-02 -1.693 0.091462 .
## PublicMask1 -4.843e-02 9.012e-03 -5.374 1.59e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.921e-02 8.783e-03 3.326 0.000997 ***
## weekend1 3.993e-02 4.753e-03 8.400 2.09e-15 ***
## holiday1 3.339e-02 1.260e-02 2.649 0.008522 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03684 on 287 degrees of freedom
## Multiple R-squared: 0.5181, Adjusted R-squared: 0.498
## F-statistic: 25.72 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48503
## "Young County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.075673 -0.017764 -0.002147 0.016675 0.139959
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.037e-01 6.437e-03 31.642 < 2e-16 ***
## confirmed_7dav_cumulative_prop -5.008e-06 7.554e-06 -0.663 0.507952
## confirmed_7dav_incidence_prop 3.389e-04 2.060e-04 1.645 0.101032
## deaths_7dav_cumulative_prop -1.045e-04 2.947e-04 -0.355 0.723056
## deaths_7dav_incidence_prop 3.238e-03 3.315e-03 0.977 0.329468
## EmergDec1 3.916e-02 1.311e-02 2.986 0.003068 **
## GathRestrict1 3.402e-02 3.468e-02 0.981 0.327395
## SchoolClose1 1.383e-02 5.891e-03 2.347 0.019598 *
## BarRestrict1 -2.504e-02 3.302e-02 -0.758 0.448953
## PublicMask1 -4.084e-02 7.492e-03 -5.451 1.08e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.428e-02 7.226e-03 3.360 0.000883 ***
## weekend1 4.114e-02 3.918e-03 10.501 < 2e-16 ***
## holiday1 3.767e-02 1.038e-02 3.628 0.000339 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03036 on 287 degrees of freedom
## Multiple R-squared: 0.5814, Adjusted R-squared: 0.5639
## F-statistic: 33.22 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48505
## "Zapata County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.104051 -0.021575 -0.002245 0.019965 0.171925
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.662e-01 7.189e-03 23.123 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.609e-05 8.975e-06 -1.793 0.074035 .
## confirmed_7dav_incidence_prop 6.790e-04 1.623e-04 4.182 3.84e-05 ***
## deaths_7dav_cumulative_prop 1.856e-04 3.469e-04 0.535 0.592989
## deaths_7dav_incidence_prop 3.206e-03 3.728e-03 0.860 0.390598
## EmergDec1 4.536e-02 1.465e-02 3.097 0.002146 **
## GathRestrict1 1.448e-01 3.928e-02 3.685 0.000273 ***
## SchoolClose1 -3.082e-02 8.974e-03 -3.434 0.000683 ***
## BarRestrict1 -4.189e-02 3.690e-02 -1.135 0.257221
## PublicMask1 -1.700e-02 8.301e-03 -2.049 0.041418 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.665e-02 8.100e-03 4.524 8.88e-06 ***
## weekend1 1.866e-02 4.376e-03 4.265 2.72e-05 ***
## holiday1 2.731e-02 1.163e-02 2.349 0.019526 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03391 on 287 degrees of freedom
## Multiple R-squared: 0.5893, Adjusted R-squared: 0.5721
## F-statistic: 34.32 on 12 and 287 DF, p-value: < 2.2e-16
##
## 48507
## "Zavala County"
##
## Call:
## lm(formula = txformula, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.078897 -0.021034 -0.004251 0.020757 0.109438
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.306e-01 6.761e-03 34.107 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.153e-05 6.069e-06 1.900 0.058463 .
## confirmed_7dav_incidence_prop 3.197e-04 1.085e-04 2.948 0.003465 **
## deaths_7dav_cumulative_prop -4.903e-04 1.412e-04 -3.471 0.000597 ***
## deaths_7dav_incidence_prop 2.067e-03 2.019e-03 1.024 0.306842
## EmergDec1 3.960e-02 1.377e-02 2.875 0.004345 **
## GathRestrict1 3.668e-02 3.690e-02 0.994 0.321121
## SchoolClose1 -1.214e-02 8.953e-03 -1.356 0.176195
## BarRestrict1 -1.063e-02 3.468e-02 -0.307 0.759443
## PublicMask1 -1.995e-02 7.809e-03 -2.555 0.011141 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.810e-02 7.573e-03 2.391 0.017469 *
## weekend1 3.364e-02 4.115e-03 8.175 9.6e-15 ***
## holiday1 2.910e-02 1.092e-02 2.664 0.008160 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03189 on 287 degrees of freedom
## Multiple R-squared: 0.4105, Adjusted R-squared: 0.3859
## F-statistic: 16.66 on 12 and 287 DF, p-value: < 2.2e-16Restaurant visit: CA
interventions <- c("EmergDec",
"GathRestrict",
"SchoolClose",
"BarRestrict",
"PublicMask",
"OtherBusinessClose",
"BusinessMask",
"SchoolMask",
"Quarantine")
confounders.names <- c("confirmed_7dav_cumulative_prop",
"confirmed_7dav_incidence_prop",
"deaths_7dav_cumulative_prop",
"deaths_7dav_incidence_prop")
mobility.name <- "restaurants_visit_prop"
formula2 <- as.formula(paste(mobility.name, paste(c(confounders.names, interventions ), collapse=" + "), sep=" ~ "))
# CA restaurant visit
ca.restvisit <- prepDF(ca.rest,
policy,
states="CA",
interventions,
fips_codes)
# weekends filter
ca.restvisit <- ca.restvisit%>%
mutate(weekday= weekdays(as.Date(time_value)))%>%
mutate(weekend= as.factor(ifelse(weekday %in% c("Saturday", "Sunday"), 1, 0)),
holiday = as.factor(ifelse(as.Date(time_value) %in% as.Date(ca.holidays), 1, 0)))
interventions <- c("EmergDec",
"GathRestrict",
"SchoolClose",
"BarRestrict",
"PublicMask",
"OtherBusinessClose",
"BusinessMask",
"SchoolMask",
"Quarantine",
"weekend",
"holiday")
formula2 <- as.formula(paste(mobility.name, paste(c(confounders.names, interventions ), collapse=" + "), sep=" ~ "))
# Filter the fips codes
filtered_fips <- fipscodes %>%filter(state %in% "CA")
ca.restls <- list()
ca.counties_filtered <- NULL
count <- 1
for(code in filtered_fips$fips){
if(code %in% unique(ca.restvisit$geo_value.x)){
p <- ca.restvisit %>% filter(geo_value.x==code) %>%
lm(formula2,data=.)
ca.restls[[count]] <- p
countyname <- fips_to_name(code)
ca.counties_filtered[count] <- countyname
count <- count + 1
print(countyname)
print(summary(p))
}
}## 06001
## "Alameda County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -65.105 -6.633 -0.303 6.296 60.830
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 145.672731 3.667843 39.716 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.005772 0.016800 -0.344 0.73141
## confirmed_7dav_incidence_prop -0.171114 0.300761 -0.569 0.56985
## deaths_7dav_cumulative_prop 0.967357 0.831273 1.164 0.24553
## deaths_7dav_incidence_prop 13.590110 11.290771 1.204 0.22974
## EmergDec1 -9.326663 6.293297 -1.482 0.13946
## GathRestrict1 -9.788630 10.911822 -0.897 0.37045
## SchoolClose1 -68.825179 11.115798 -6.192 2.10e-09 ***
## BarRestrict1 -33.310949 6.737240 -4.944 1.31e-06 ***
## PublicMask1 2.016233 4.675940 0.431 0.66666
## OtherBusinessClose1 2.283519 4.080381 0.560 0.57617
## BusinessMask1 8.757381 3.865480 2.266 0.02424 *
## SchoolMask1 12.194903 4.479325 2.722 0.00688 **
## Quarantine1 -14.364070 4.761703 -3.017 0.00279 **
## weekend1 13.083196 1.754225 7.458 1.09e-12 ***
## holiday1 2.973401 4.979425 0.597 0.55089
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 13.6 on 282 degrees of freedom
## Multiple R-squared: 0.8243, Adjusted R-squared: 0.815
## F-statistic: 88.2 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06003
## "Alpine County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -236.36 -43.94 -13.53 43.08 348.40
##
## Coefficients: (2 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3.226e+02 2.212e+01 14.583 < 2e-16 ***
## confirmed_7dav_cumulative_prop 8.976e-03 1.333e-02 0.673 0.501327
## confirmed_7dav_incidence_prop -2.087e-02 4.930e-02 -0.423 0.672378
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 -4.773e+01 3.795e+01 -1.258 0.209572
## GathRestrict1 3.771e+01 6.581e+01 0.573 0.567069
## SchoolClose1 -1.356e+02 6.704e+01 -2.023 0.044024 *
## BarRestrict1 -7.133e+01 4.053e+01 -1.760 0.079494 .
## PublicMask1 -5.393e+00 2.662e+01 -0.203 0.839588
## OtherBusinessClose1 8.494e+01 2.364e+01 3.593 0.000385 ***
## BusinessMask1 1.113e+02 2.246e+01 4.954 1.25e-06 ***
## SchoolMask1 -1.471e+02 1.365e+01 -10.780 < 2e-16 ***
## Quarantine1 -5.869e+01 3.279e+01 -1.790 0.074517 .
## weekend1 -2.429e+01 1.059e+01 -2.293 0.022563 *
## holiday1 -2.555e+01 2.998e+01 -0.852 0.394787
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 81.99 on 284 degrees of freedom
## Multiple R-squared: 0.4723, Adjusted R-squared: 0.4482
## F-statistic: 19.55 on 13 and 284 DF, p-value: < 2.2e-16
##
## 06005
## "Amador County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -141.141 -43.146 -1.202 36.522 247.021
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 254.49999 16.50465 15.420 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.03939 0.05654 -0.697 0.486631
## confirmed_7dav_incidence_prop -0.35080 0.98544 -0.356 0.722120
## deaths_7dav_cumulative_prop 1.18033 0.75739 1.558 0.120257
## deaths_7dav_incidence_prop -0.46446 4.89146 -0.095 0.924419
## EmergDec1 -55.41542 28.31894 -1.957 0.051354 .
## GathRestrict1 55.06204 49.10162 1.121 0.263076
## SchoolClose1 -135.47080 50.01961 -2.708 0.007175 **
## BarRestrict1 -87.97999 30.24190 -2.909 0.003912 **
## PublicMask1 12.69655 19.81362 0.641 0.522174
## OtherBusinessClose1 59.21565 17.64001 3.357 0.000897 ***
## BusinessMask1 75.88007 16.78604 4.520 9.09e-06 ***
## SchoolMask1 -43.31485 17.01279 -2.546 0.011428 *
## Quarantine1 -11.43234 22.31669 -0.512 0.608858
## weekend1 32.20348 7.89062 4.081 5.84e-05 ***
## holiday1 10.82323 22.36012 0.484 0.628732
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 61.18 on 282 degrees of freedom
## Multiple R-squared: 0.4668, Adjusted R-squared: 0.4384
## F-statistic: 16.46 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06007
## "Butte County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -96.388 -12.488 -0.761 11.928 77.974
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 226.32985 6.52755 34.673 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.04592 0.02676 -1.716 0.087272 .
## confirmed_7dav_incidence_prop -0.53818 0.41310 -1.303 0.193710
## deaths_7dav_cumulative_prop 2.61221 1.45670 1.793 0.074007 .
## deaths_7dav_incidence_prop -12.54709 14.26839 -0.879 0.379953
## EmergDec1 -1.49322 11.19985 -0.133 0.894032
## GathRestrict1 1.99998 19.41923 0.103 0.918045
## SchoolClose1 -95.25595 19.78210 -4.815 2.40e-06 ***
## BarRestrict1 -68.92384 11.96046 -5.763 2.17e-08 ***
## PublicMask1 15.65834 7.83515 1.998 0.046625 *
## OtherBusinessClose1 43.30349 6.97478 6.209 1.91e-09 ***
## BusinessMask1 33.22348 6.74992 4.922 1.46e-06 ***
## SchoolMask1 -17.85364 7.45891 -2.394 0.017338 *
## Quarantine1 -11.43716 8.22819 -1.390 0.165626
## weekend1 11.72162 3.12393 3.752 0.000213 ***
## holiday1 -6.00795 8.82958 -0.680 0.496788
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 24.19 on 282 degrees of freedom
## Multiple R-squared: 0.7318, Adjusted R-squared: 0.7175
## F-statistic: 51.29 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06009
## "Calaveras County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -115.819 -19.134 -2.209 16.886 107.067
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 141.00709 8.13134 17.341 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.06785 0.03168 -2.142 0.033070 *
## confirmed_7dav_incidence_prop 0.03171 0.63090 0.050 0.959950
## deaths_7dav_cumulative_prop 0.30233 0.43498 0.695 0.487591
## deaths_7dav_incidence_prop -3.94161 4.04944 -0.973 0.331203
## EmergDec1 -19.58941 13.95183 -1.404 0.161397
## GathRestrict1 11.55885 24.19144 0.478 0.633158
## SchoolClose1 -46.66242 24.64340 -1.894 0.059314 .
## BarRestrict1 -22.42075 14.90160 -1.505 0.133550
## PublicMask1 11.83140 9.76831 1.211 0.226832
## OtherBusinessClose1 42.80004 8.70132 4.919 1.48e-06 ***
## BusinessMask1 29.87575 8.34648 3.579 0.000405 ***
## SchoolMask1 -11.00343 8.88050 -1.239 0.216355
## Quarantine1 4.58061 10.76950 0.425 0.670919
## weekend1 1.70664 3.88815 0.439 0.661046
## holiday1 6.42226 11.04898 0.581 0.561534
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 30.14 on 282 degrees of freedom
## Multiple R-squared: 0.4213, Adjusted R-squared: 0.3905
## F-statistic: 13.68 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06011
## "Colusa County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -26.953 -12.152 -2.484 9.901 70.204
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 23.139798 4.382637 5.280 2.59e-07 ***
## confirmed_7dav_cumulative_prop -0.006982 0.006829 -1.022 0.3074
## confirmed_7dav_incidence_prop 0.012914 0.119791 0.108 0.9142
## deaths_7dav_cumulative_prop 0.721468 0.600220 1.202 0.2304
## deaths_7dav_incidence_prop 2.534277 4.315412 0.587 0.5575
## EmergDec1 -3.555429 7.519748 -0.473 0.6367
## GathRestrict1 -19.584369 13.038345 -1.502 0.1342
## SchoolClose1 6.256428 13.281977 0.471 0.6380
## BarRestrict1 9.476286 8.030281 1.180 0.2390
## PublicMask1 -2.952476 5.258802 -0.561 0.5749
## OtherBusinessClose1 9.063770 4.682851 1.936 0.0539 .
## BusinessMask1 -2.546060 4.585030 -0.555 0.5791
## SchoolMask1 3.782381 6.972367 0.542 0.5879
## Quarantine1 2.651741 5.695591 0.466 0.6419
## weekend1 -2.177282 2.096028 -1.039 0.2998
## holiday1 3.333710 5.974803 0.558 0.5773
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 16.24 on 282 degrees of freedom
## Multiple R-squared: 0.1199, Adjusted R-squared: 0.0731
## F-statistic: 2.562 on 15 and 282 DF, p-value: 0.001336
##
## 06013
## "Contra Costa County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -77.573 -7.664 -1.293 6.130 66.526
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 162.74349 4.37265 37.218 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.05392 0.01470 -3.669 0.000291 ***
## confirmed_7dav_incidence_prop -0.50388 0.24153 -2.086 0.037860 *
## deaths_7dav_cumulative_prop 6.76101 1.38997 4.864 1.91e-06 ***
## deaths_7dav_incidence_prop 33.13324 20.87364 1.587 0.113560
## EmergDec1 -5.42856 7.50260 -0.724 0.469937
## GathRestrict1 -4.66235 13.00858 -0.358 0.720308
## SchoolClose1 -79.18943 13.25174 -5.976 6.89e-09 ***
## BarRestrict1 -40.04812 8.01985 -4.994 1.04e-06 ***
## PublicMask1 -0.74770 5.44866 -0.137 0.890950
## OtherBusinessClose1 4.34281 4.89442 0.887 0.375675
## BusinessMask1 4.45932 4.98703 0.894 0.371986
## SchoolMask1 0.97307 5.23083 0.186 0.852559
## Quarantine1 -4.43527 6.21980 -0.713 0.476380
## weekend1 12.13683 2.09185 5.802 1.76e-08 ***
## holiday1 -1.77274 5.90139 -0.300 0.764098
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 16.21 on 282 degrees of freedom
## Multiple R-squared: 0.7926, Adjusted R-squared: 0.7816
## F-statistic: 71.86 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06015
## "Del Norte County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -40.065 -5.879 -0.756 5.120 51.603
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 70.007659 3.336366 20.983 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.002176 0.008628 0.252 0.801033
## confirmed_7dav_incidence_prop -0.019990 0.106777 -0.187 0.851627
## deaths_7dav_cumulative_prop -2.967644 0.985131 -3.012 0.002827 **
## deaths_7dav_incidence_prop 13.906989 9.536467 1.458 0.145872
## EmergDec1 -8.982843 5.724525 -1.569 0.117726
## GathRestrict1 18.623056 9.925648 1.876 0.061653 .
## SchoolClose1 -54.564180 10.111118 -5.396 1.44e-07 ***
## BarRestrict1 -20.432568 6.113114 -3.342 0.000943 ***
## PublicMask1 -1.091214 4.003356 -0.273 0.785380
## OtherBusinessClose1 9.347121 3.582318 2.609 0.009559 **
## BusinessMask1 23.592463 3.674630 6.420 5.75e-10 ***
## SchoolMask1 -19.731849 3.148675 -6.267 1.38e-09 ***
## Quarantine1 5.332476 4.509674 1.182 0.238022
## weekend1 0.204801 1.596029 0.128 0.897988
## holiday1 1.596073 4.503884 0.354 0.723321
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 12.37 on 282 degrees of freedom
## Multiple R-squared: 0.6952, Adjusted R-squared: 0.6789
## F-statistic: 42.87 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06017
## "El Dorado County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -52.389 -10.502 -1.173 10.089 42.578
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 143.95276 4.26144 33.780 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01943 0.01851 -1.050 0.294725
## confirmed_7dav_incidence_prop -0.04731 0.20750 -0.228 0.819797
## deaths_7dav_cumulative_prop 0.71937 4.45059 0.162 0.871710
## deaths_7dav_incidence_prop 4.76923 20.96669 0.227 0.820225
## EmergDec1 -20.90305 7.31181 -2.859 0.004570 **
## GathRestrict1 14.54126 12.67781 1.147 0.252360
## SchoolClose1 -56.42618 12.91470 -4.369 1.75e-05 ***
## BarRestrict1 -44.56491 7.80930 -5.707 2.91e-08 ***
## PublicMask1 2.14013 5.12468 0.418 0.676548
## OtherBusinessClose1 18.72604 4.55820 4.108 5.23e-05 ***
## BusinessMask1 50.22604 4.39559 11.426 < 2e-16 ***
## SchoolMask1 4.91479 4.31744 1.138 0.255937
## Quarantine1 -15.82936 6.85832 -2.308 0.021720 *
## weekend1 7.24246 2.03781 3.554 0.000445 ***
## holiday1 -3.04359 5.79374 -0.525 0.599771
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 15.8 on 282 degrees of freedom
## Multiple R-squared: 0.7837, Adjusted R-squared: 0.7722
## F-statistic: 68.13 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06019
## "Fresno County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -92.82 -10.83 0.18 9.11 65.35
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 190.83526 5.21630 36.584 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.06225 0.01468 -4.240 3.03e-05 ***
## confirmed_7dav_incidence_prop -0.08820 0.22100 -0.399 0.690
## deaths_7dav_cumulative_prop 4.62076 0.98937 4.670 4.66e-06 ***
## deaths_7dav_incidence_prop 19.09287 12.70536 1.503 0.134
## EmergDec1 -11.94664 8.94998 -1.335 0.183
## GathRestrict1 -7.85678 15.51823 -0.506 0.613
## SchoolClose1 -82.76301 15.80822 -5.235 3.22e-07 ***
## BarRestrict1 -55.62378 9.55783 -5.820 1.60e-08 ***
## PublicMask1 6.04485 6.29097 0.961 0.337
## OtherBusinessClose1 7.99168 5.63392 1.418 0.157
## BusinessMask1 36.23650 6.25260 5.795 1.82e-08 ***
## SchoolMask1 11.43433 8.18882 1.396 0.164
## Quarantine1 -10.07032 6.54095 -1.540 0.125
## weekend1 15.55844 2.49725 6.230 1.69e-09 ***
## holiday1 1.66925 7.06647 0.236 0.813
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 19.33 on 282 degrees of freedom
## Multiple R-squared: 0.7999, Adjusted R-squared: 0.7892
## F-statistic: 75.13 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06021
## "Glenn County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -59.496 -12.842 -1.151 10.033 65.011
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 122.388864 5.385740 22.725 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.007243 0.003576 2.025 0.043784 *
## confirmed_7dav_incidence_prop -0.205445 0.156576 -1.312 0.190550
## deaths_7dav_cumulative_prop -0.222984 0.156811 -1.422 0.156135
## deaths_7dav_incidence_prop 1.940618 1.331123 1.458 0.145986
## EmergDec1 13.698302 9.240675 1.482 0.139353
## GathRestrict1 -9.637713 16.022268 -0.602 0.547977
## SchoolClose1 -58.035755 16.321669 -3.556 0.000442 ***
## BarRestrict1 -38.228554 9.868668 -3.874 0.000133 ***
## PublicMask1 7.518775 6.462523 1.163 0.245633
## OtherBusinessClose1 4.395967 5.758472 0.763 0.445868
## BusinessMask1 -0.600566 5.743341 -0.105 0.916794
## SchoolMask1 11.895099 6.213693 1.914 0.056589 .
## Quarantine1 -7.962021 6.864262 -1.160 0.247061
## weekend1 6.720662 2.578708 2.606 0.009641 **
## holiday1 4.529563 7.342473 0.617 0.537799
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 19.96 on 282 degrees of freedom
## Multiple R-squared: 0.5935, Adjusted R-squared: 0.5719
## F-statistic: 27.45 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06023
## "Humboldt County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -37.846 -8.125 -1.024 7.766 49.559
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 92.12224 3.79901 24.249 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.10913 0.02614 4.175 3.98e-05 ***
## confirmed_7dav_incidence_prop -2.33508 0.57764 -4.042 6.83e-05 ***
## deaths_7dav_cumulative_prop -8.14851 1.78706 -4.560 7.64e-06 ***
## deaths_7dav_incidence_prop 3.58018 16.45446 0.218 0.82791
## EmergDec1 -2.87869 6.51797 -0.442 0.65908
## GathRestrict1 -4.89468 11.30125 -0.433 0.66527
## SchoolClose1 -23.53201 11.51243 -2.044 0.04188 *
## BarRestrict1 -32.31028 6.98288 -4.627 5.66e-06 ***
## PublicMask1 -2.60285 4.66931 -0.557 0.57767
## OtherBusinessClose1 3.82640 4.36236 0.877 0.38116
## BusinessMask1 42.87351 5.02308 8.535 8.77e-16 ***
## SchoolMask1 0.17706 3.73117 0.047 0.96218
## Quarantine1 -17.88250 5.80296 -3.082 0.00226 **
## weekend1 2.65676 1.81840 1.461 0.14512
## holiday1 9.61337 5.13257 1.873 0.06210 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 14.08 on 282 degrees of freedom
## Multiple R-squared: 0.6504, Adjusted R-squared: 0.6319
## F-statistic: 34.98 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06025
## "Imperial County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -128.642 -11.647 -1.055 10.193 89.747
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.381e+02 6.476e+00 36.768 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.489e-04 5.166e-03 0.068 0.94620
## confirmed_7dav_incidence_prop -1.096e-01 1.155e-01 -0.948 0.34387
## deaths_7dav_cumulative_prop 2.827e-01 2.028e-01 1.394 0.16446
## deaths_7dav_incidence_prop -9.701e+00 3.146e+00 -3.083 0.00225 **
## EmergDec1 -1.734e+00 1.111e+01 -0.156 0.87611
## GathRestrict1 4.652e+00 1.927e+01 0.241 0.80937
## SchoolClose1 -1.165e+02 1.963e+01 -5.937 8.49e-09 ***
## BarRestrict1 -8.110e+01 1.187e+01 -6.835 5.07e-11 ***
## PublicMask1 1.021e+01 7.823e+00 1.305 0.19292
## OtherBusinessClose1 1.531e+00 7.215e+00 0.212 0.83207
## BusinessMask1 8.221e+00 9.281e+00 0.886 0.37650
## SchoolMask1 -2.176e+01 9.936e+00 -2.190 0.02931 *
## Quarantine1 9.085e-01 8.544e+00 0.106 0.91539
## weekend1 2.460e-01 3.097e+00 0.079 0.93674
## holiday1 -7.766e-01 8.763e+00 -0.089 0.92944
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 24 on 282 degrees of freedom
## Multiple R-squared: 0.8156, Adjusted R-squared: 0.8057
## F-statistic: 83.13 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06027
## "Inyo County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -75.256 -18.106 -0.601 14.686 118.109
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 93.46053 7.44225 12.558 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.08850 0.02836 -3.121 0.001992 **
## confirmed_7dav_incidence_prop 0.66740 0.38153 1.749 0.081337 .
## deaths_7dav_cumulative_prop 0.68518 0.35199 1.947 0.052575 .
## deaths_7dav_incidence_prop -2.95280 2.66359 -1.109 0.268556
## EmergDec1 -3.68189 12.76953 -0.288 0.773303
## GathRestrict1 2.26848 22.14083 0.102 0.918467
## SchoolClose1 -32.71529 22.55454 -1.450 0.148031
## BarRestrict1 -51.39409 13.66591 -3.761 0.000206 ***
## PublicMask1 2.24525 9.16388 0.245 0.806626
## OtherBusinessClose1 10.51475 7.97035 1.319 0.188161
## BusinessMask1 50.96746 7.59201 6.713 1.04e-10 ***
## SchoolMask1 16.33109 6.96320 2.345 0.019703 *
## Quarantine1 18.37304 10.16100 1.808 0.071642 .
## weekend1 20.82629 3.55793 5.853 1.34e-08 ***
## holiday1 -0.45441 10.05937 -0.045 0.964002
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 27.59 on 282 degrees of freedom
## Multiple R-squared: 0.5122, Adjusted R-squared: 0.4863
## F-statistic: 19.74 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06029
## "Kern County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -74.178 -9.251 -0.822 9.523 58.221
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.676e+02 4.713e+00 35.568 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.137e-04 5.721e-03 0.020 0.98415
## confirmed_7dav_incidence_prop -2.577e-01 8.416e-02 -3.062 0.00241 **
## deaths_7dav_cumulative_prop 9.090e-02 4.810e-01 0.189 0.85024
## deaths_7dav_incidence_prop -3.278e+01 1.138e+01 -2.879 0.00429 **
## EmergDec1 -8.016e+00 8.086e+00 -0.991 0.32236
## GathRestrict1 1.012e+01 1.402e+01 0.722 0.47092
## SchoolClose1 -7.028e+01 1.428e+01 -4.921 1.47e-06 ***
## BarRestrict1 -5.800e+01 8.637e+00 -6.715 1.03e-10 ***
## PublicMask1 8.665e+00 5.664e+00 1.530 0.12718
## OtherBusinessClose1 1.214e+01 5.205e+00 2.332 0.02038 *
## BusinessMask1 4.099e+01 5.091e+00 8.051 2.31e-14 ***
## SchoolMask1 1.654e+00 8.219e+00 0.201 0.84065
## Quarantine1 -1.434e+01 6.148e+00 -2.332 0.02040 *
## weekend1 1.181e+01 2.255e+00 5.239 3.17e-07 ***
## holiday1 -7.936e-01 6.404e+00 -0.124 0.90146
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 17.47 on 282 degrees of freedom
## Multiple R-squared: 0.7596, Adjusted R-squared: 0.7468
## F-statistic: 59.4 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06031
## "Kings County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -142.258 -25.634 -1.908 23.992 132.008
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3.175e+02 1.159e+01 27.400 < 2e-16 ***
## confirmed_7dav_cumulative_prop 2.531e-02 7.167e-03 3.531 0.000483 ***
## confirmed_7dav_incidence_prop -1.763e-01 1.660e-01 -1.062 0.289154
## deaths_7dav_cumulative_prop -1.286e+00 6.722e-01 -1.912 0.056848 .
## deaths_7dav_incidence_prop -1.320e+01 4.800e+00 -2.751 0.006335 **
## EmergDec1 -5.941e+00 1.988e+01 -0.299 0.765300
## GathRestrict1 1.733e+00 3.447e+01 0.050 0.959945
## SchoolClose1 -1.512e+02 3.511e+01 -4.305 2.31e-05 ***
## BarRestrict1 -8.476e+01 2.123e+01 -3.993 8.34e-05 ***
## PublicMask1 3.389e+01 1.392e+01 2.434 0.015551 *
## OtherBusinessClose1 1.484e+01 1.249e+01 1.189 0.235537
## BusinessMask1 8.151e+01 1.295e+01 6.294 1.18e-09 ***
## SchoolMask1 -3.366e+01 1.431e+01 -2.352 0.019379 *
## Quarantine1 -8.407e+01 1.836e+01 -4.580 6.97e-06 ***
## weekend1 2.581e+01 5.541e+00 4.657 4.94e-06 ***
## holiday1 3.394e+00 1.569e+01 0.216 0.828901
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 42.95 on 282 degrees of freedom
## Multiple R-squared: 0.6593, Adjusted R-squared: 0.6412
## F-statistic: 36.38 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06033
## "Lake County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -43.407 -13.755 -3.511 13.848 80.063
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 104.871475 5.770816 18.173 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.007219 0.030010 -0.241 0.81009
## confirmed_7dav_incidence_prop 0.171230 0.254951 0.672 0.50238
## deaths_7dav_cumulative_prop 0.717659 1.036063 0.693 0.48908
## deaths_7dav_incidence_prop -12.426789 8.863331 -1.402 0.16200
## EmergDec1 12.108698 9.901605 1.223 0.22239
## GathRestrict1 -18.835990 17.168199 -1.097 0.27351
## SchoolClose1 -22.635670 17.488999 -1.294 0.19663
## BarRestrict1 -30.660954 10.573746 -2.900 0.00403 **
## PublicMask1 3.590213 6.926444 0.518 0.60463
## OtherBusinessClose1 0.232468 6.168968 0.038 0.96997
## BusinessMask1 -7.858273 6.004645 -1.309 0.19170
## SchoolMask1 -2.244363 6.647160 -0.338 0.73588
## Quarantine1 -11.892930 6.918844 -1.719 0.08673 .
## weekend1 -16.853875 2.759722 -6.107 3.35e-09 ***
## holiday1 -7.037455 7.792459 -0.903 0.36724
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 21.39 on 282 degrees of freedom
## Multiple R-squared: 0.4833, Adjusted R-squared: 0.4558
## F-statistic: 17.59 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06035
## "Lassen County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -36.027 -8.454 -0.673 8.179 44.139
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 30.10293 3.45570 8.711 2.60e-16 ***
## confirmed_7dav_cumulative_prop 0.00571 0.00129 4.427 1.36e-05 ***
## confirmed_7dav_incidence_prop -0.03650 0.01671 -2.185 0.029747 *
## deaths_7dav_cumulative_prop -2.03075 0.79247 -2.563 0.010910 *
## deaths_7dav_incidence_prop 4.79824 5.05388 0.949 0.343222
## EmergDec1 8.45225 5.92929 1.426 0.155116
## GathRestrict1 -13.90278 10.28068 -1.352 0.177356
## SchoolClose1 -12.54122 10.47279 -1.198 0.232115
## BarRestrict1 -4.86962 6.33179 -0.769 0.442492
## PublicMask1 -3.15170 4.14633 -0.760 0.447819
## OtherBusinessClose1 9.29447 3.69227 2.517 0.012381 *
## BusinessMask1 16.52286 3.50937 4.708 3.92e-06 ***
## SchoolMask1 -8.31972 2.93328 -2.836 0.004894 **
## Quarantine1 -2.27473 5.17282 -0.440 0.660457
## weekend1 5.57554 1.65293 3.373 0.000847 ***
## holiday1 -3.04136 4.66750 -0.652 0.515188
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 12.81 on 282 degrees of freedom
## Multiple R-squared: 0.4407, Adjusted R-squared: 0.411
## F-statistic: 14.81 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06037
## "Los Angeles County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -85.537 -7.306 -0.685 7.726 59.534
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 199.18234 4.25861 46.772 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.03791 0.01299 -2.917 0.003814 **
## confirmed_7dav_incidence_prop 0.11714 0.19793 0.592 0.554432
## deaths_7dav_cumulative_prop 2.22186 0.63884 3.478 0.000585 ***
## deaths_7dav_incidence_prop -7.93076 13.58766 -0.584 0.559906
## EmergDec1 -7.27597 7.30692 -0.996 0.320218
## GathRestrict1 -29.54626 12.66933 -2.332 0.020399 *
## SchoolClose1 -76.60954 12.90608 -5.936 8.56e-09 ***
## BarRestrict1 -47.00403 7.80923 -6.019 5.44e-09 ***
## PublicMask1 -3.36367 6.81426 -0.494 0.621957
## OtherBusinessClose1 -8.72486 6.66010 -1.310 0.191255
## BusinessMask1 15.80453 5.84827 2.702 0.007301 **
## SchoolMask1 3.63620 6.02221 0.604 0.546463
## Quarantine1 -3.95121 6.10593 -0.647 0.518087
## weekend1 16.39610 2.03700 8.049 2.35e-14 ***
## holiday1 1.76123 5.75325 0.306 0.759733
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 15.78 on 282 degrees of freedom
## Multiple R-squared: 0.8578, Adjusted R-squared: 0.8503
## F-statistic: 113.4 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06039
## "Madera County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -63.800 -13.900 -0.418 11.791 75.958
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 182.55438 5.47285 33.356 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.02946 0.01240 -2.376 0.018151 *
## confirmed_7dav_incidence_prop -0.35286 0.13234 -2.666 0.008113 **
## deaths_7dav_cumulative_prop 2.15183 0.82493 2.608 0.009579 **
## deaths_7dav_incidence_prop 1.35769 5.63323 0.241 0.809719
## EmergDec1 -20.27495 9.39038 -2.159 0.031684 *
## GathRestrict1 17.13021 16.28179 1.052 0.293650
## SchoolClose1 -75.14400 16.58602 -4.531 8.70e-06 ***
## BarRestrict1 -67.11450 10.03193 -6.690 1.20e-10 ***
## PublicMask1 5.21383 6.59549 0.791 0.429892
## OtherBusinessClose1 19.74079 5.85170 3.374 0.000846 ***
## BusinessMask1 45.49005 5.80049 7.842 9.16e-14 ***
## SchoolMask1 -9.34519 6.79587 -1.375 0.170184
## Quarantine1 -1.34111 6.55644 -0.205 0.838073
## weekend1 7.94522 2.61698 3.036 0.002621 **
## holiday1 12.36068 7.39416 1.672 0.095696 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 20.29 on 282 degrees of freedom
## Multiple R-squared: 0.7363, Adjusted R-squared: 0.7222
## F-statistic: 52.48 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06041
## "Marin County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -16.8440 -3.1710 -0.2598 3.1582 26.3714
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 48.400556 1.550172 31.223 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.002763 0.002576 1.073 0.284362
## confirmed_7dav_incidence_prop 0.022972 0.020832 1.103 0.271102
## deaths_7dav_cumulative_prop 0.056319 0.146476 0.384 0.700905
## deaths_7dav_incidence_prop 0.811625 1.850875 0.439 0.661353
## EmergDec1 -1.638413 2.659785 -0.616 0.538395
## GathRestrict1 -3.775619 4.611752 -0.819 0.413652
## SchoolClose1 -19.900347 4.697941 -4.236 3.08e-05 ***
## BarRestrict1 -14.406184 2.843856 -5.066 7.37e-07 ***
## PublicMask1 1.661412 1.914629 0.868 0.386271
## OtherBusinessClose1 2.690802 1.665732 1.615 0.107345
## BusinessMask1 5.614332 1.721041 3.262 0.001242 **
## SchoolMask1 0.805459 2.228176 0.361 0.718005
## Quarantine1 -5.247244 1.347322 -3.895 0.000123 ***
## weekend1 4.364470 0.741484 5.886 1.12e-08 ***
## holiday1 0.336226 2.097212 0.160 0.872743
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 5.746 on 282 degrees of freedom
## Multiple R-squared: 0.7528, Adjusted R-squared: 0.7396
## F-statistic: 57.25 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06045
## "Mendocino County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -34.457 -8.004 -1.361 6.797 37.920
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 59.012744 3.380662 17.456 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.028911 0.008977 -3.221 0.00143 **
## confirmed_7dav_incidence_prop 0.061724 0.200787 0.307 0.75876
## deaths_7dav_cumulative_prop 1.646756 0.536422 3.070 0.00235 **
## deaths_7dav_incidence_prop -2.181543 5.275680 -0.414 0.67955
## EmergDec1 -3.139930 5.800456 -0.541 0.58871
## GathRestrict1 -0.924044 10.057318 -0.092 0.92686
## SchoolClose1 -29.778805 10.245278 -2.907 0.00394 **
## BarRestrict1 -17.283065 6.194371 -2.790 0.00563 **
## PublicMask1 0.887585 4.056513 0.219 0.82696
## OtherBusinessClose1 5.625787 3.612904 1.557 0.12056
## BusinessMask1 32.976043 3.472785 9.496 < 2e-16 ***
## SchoolMask1 -8.865111 5.595136 -1.584 0.11422
## Quarantine1 -14.647588 4.877728 -3.003 0.00291 **
## weekend1 11.559746 1.618273 7.143 7.79e-12 ***
## holiday1 2.197582 4.571370 0.481 0.63108
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 12.53 on 282 degrees of freedom
## Multiple R-squared: 0.6605, Adjusted R-squared: 0.6425
## F-statistic: 36.58 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06047
## "Merced County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -56.106 -7.557 -0.987 6.994 43.686
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 135.145517 3.646796 37.059 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.053674 0.009562 -5.613 4.75e-08 ***
## confirmed_7dav_incidence_prop 0.010448 0.106543 0.098 0.9219
## deaths_7dav_cumulative_prop 3.207666 0.538070 5.961 7.45e-09 ***
## deaths_7dav_incidence_prop 6.573848 5.643731 1.165 0.2451
## EmergDec1 6.200980 6.257110 0.991 0.3225
## GathRestrict1 6.985573 10.849099 0.644 0.5202
## SchoolClose1 -61.973965 11.051827 -5.608 4.89e-08 ***
## BarRestrict1 -56.924890 6.681952 -8.519 9.80e-16 ***
## PublicMask1 3.247505 4.384342 0.741 0.4595
## OtherBusinessClose1 6.946899 3.903415 1.780 0.0762 .
## BusinessMask1 35.683992 3.875694 9.207 < 2e-16 ***
## SchoolMask1 -0.434669 5.845547 -0.074 0.9408
## Quarantine1 -7.998596 4.347140 -1.840 0.0668 .
## weekend1 11.099730 1.745249 6.360 8.11e-10 ***
## holiday1 4.163691 4.942819 0.842 0.4003
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 13.52 on 282 degrees of freedom
## Multiple R-squared: 0.8066, Adjusted R-squared: 0.7963
## F-statistic: 78.41 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06051
## "Mono County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -67.784 -17.390 -2.307 15.213 123.595
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 93.423553 7.578025 12.328 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.003314 0.008021 0.413 0.679772
## confirmed_7dav_incidence_prop -0.033622 0.042820 -0.785 0.433000
## deaths_7dav_cumulative_prop -3.719781 0.928914 -4.004 7.96e-05 ***
## deaths_7dav_incidence_prop 0.602199 6.836697 0.088 0.929873
## EmergDec1 -3.681885 13.002027 -0.283 0.777248
## GathRestrict1 2.305460 22.544038 0.102 0.918619
## SchoolClose1 -32.758432 22.965315 -1.426 0.154850
## BarRestrict1 -49.544151 13.926037 -3.558 0.000439 ***
## PublicMask1 19.203143 10.617181 1.809 0.071565 .
## OtherBusinessClose1 11.287271 8.163822 1.383 0.167883
## BusinessMask1 48.727717 7.708846 6.321 1.01e-09 ***
## SchoolMask1 5.639653 7.524036 0.750 0.454150
## Quarantine1 1.292742 15.274417 0.085 0.932612
## weekend1 20.955709 3.629827 5.773 2.05e-08 ***
## holiday1 -0.254745 10.291609 -0.025 0.980270
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 28.09 on 282 degrees of freedom
## Multiple R-squared: 0.4943, Adjusted R-squared: 0.4674
## F-statistic: 18.38 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06053
## "Monterey County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -55.979 -10.434 -0.142 9.043 59.917
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 132.45057 4.45634 29.722 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.03132 0.01749 1.791 0.074417 .
## confirmed_7dav_incidence_prop -0.10081 0.20252 -0.498 0.619033
## deaths_7dav_cumulative_prop -3.84254 2.06652 -1.859 0.064009 .
## deaths_7dav_incidence_prop 4.48642 14.57283 0.308 0.758415
## EmergDec1 -8.74924 7.64613 -1.144 0.253482
## GathRestrict1 -5.93221 13.25749 -0.447 0.654886
## SchoolClose1 -52.19889 13.50523 -3.865 0.000138 ***
## BarRestrict1 -44.71933 8.17133 -5.473 9.79e-08 ***
## PublicMask1 8.27083 5.44839 1.518 0.130126
## OtherBusinessClose1 8.09592 4.82422 1.678 0.094419 .
## BusinessMask1 36.90888 4.84286 7.621 3.84e-13 ***
## SchoolMask1 -9.30412 7.05466 -1.319 0.188286
## Quarantine1 -8.53172 7.15867 -1.192 0.234341
## weekend1 21.97231 2.13255 10.303 < 2e-16 ***
## holiday1 13.59152 6.05127 2.246 0.025474 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 16.52 on 282 degrees of freedom
## Multiple R-squared: 0.7451, Adjusted R-squared: 0.7316
## F-statistic: 54.96 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06055
## "Napa County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -34.666 -7.531 -0.273 7.470 39.089
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 82.258368 3.240821 25.382 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.001373 0.009590 -0.143 0.886253
## confirmed_7dav_incidence_prop -0.276931 0.155774 -1.778 0.076518 .
## deaths_7dav_cumulative_prop 1.270698 1.600188 0.794 0.427809
## deaths_7dav_incidence_prop -3.473569 10.670377 -0.326 0.745018
## EmergDec1 -11.104552 5.560610 -1.997 0.046786 *
## GathRestrict1 5.005771 9.641435 0.519 0.604033
## SchoolClose1 -37.080625 9.821593 -3.775 0.000195 ***
## BarRestrict1 -26.396867 5.938864 -4.445 1.27e-05 ***
## PublicMask1 1.183025 4.349176 0.272 0.785812
## OtherBusinessClose1 7.825966 3.546394 2.207 0.028138 *
## BusinessMask1 29.801407 3.413533 8.730 2.28e-16 ***
## SchoolMask1 0.402887 4.146736 0.097 0.922670
## Quarantine1 -9.253934 5.204196 -1.778 0.076454 .
## weekend1 11.404425 1.550022 7.358 2.05e-12 ***
## holiday1 2.186817 4.394934 0.498 0.619170
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 12.01 on 282 degrees of freedom
## Multiple R-squared: 0.7342, Adjusted R-squared: 0.7201
## F-statistic: 51.94 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06057
## "Nevada County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -19.427 -6.138 -0.092 5.678 32.116
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 41.041800 2.442076 16.806 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.005914 0.012310 -0.480 0.631336
## confirmed_7dav_incidence_prop -0.214432 0.206773 -1.037 0.300606
## deaths_7dav_cumulative_prop 0.314103 0.640989 0.490 0.624495
## deaths_7dav_incidence_prop -3.357968 5.141094 -0.653 0.514184
## EmergDec1 0.544664 4.189955 0.130 0.896665
## GathRestrict1 5.956328 7.264915 0.820 0.412979
## SchoolClose1 -20.051151 7.400766 -2.709 0.007154 **
## BarRestrict1 -13.849445 4.477229 -3.093 0.002178 **
## PublicMask1 0.826217 2.945486 0.281 0.779298
## OtherBusinessClose1 9.741958 2.613005 3.728 0.000233 ***
## BusinessMask1 15.050763 2.530359 5.948 8.01e-09 ***
## SchoolMask1 4.375215 2.757504 1.587 0.113711
## Quarantine1 2.406660 5.100747 0.472 0.637417
## weekend1 0.960105 1.170419 0.820 0.412733
## holiday1 -0.762692 3.304839 -0.231 0.817653
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 9.051 on 282 degrees of freedom
## Multiple R-squared: 0.5779, Adjusted R-squared: 0.5554
## F-statistic: 25.74 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06059
## "Orange County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -152.548 -17.551 -2.071 15.055 111.773
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 334.21930 8.78024 38.065 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.02559 0.03537 -0.724 0.4699
## confirmed_7dav_incidence_prop -1.06548 0.45368 -2.349 0.0195 *
## deaths_7dav_cumulative_prop 1.88218 1.22753 1.533 0.1263
## deaths_7dav_incidence_prop 66.42089 32.57542 2.039 0.0424 *
## EmergDec1 -15.21175 15.06512 -1.010 0.3135
## GathRestrict1 -27.05666 26.12114 -1.036 0.3012
## SchoolClose1 -143.35298 26.60922 -5.387 1.51e-07 ***
## BarRestrict1 -90.08603 16.09389 -5.598 5.15e-08 ***
## PublicMask1 8.67008 10.60721 0.817 0.4144
## OtherBusinessClose1 16.71845 9.61200 1.739 0.0831 .
## BusinessMask1 67.22019 9.93588 6.765 7.67e-11 ***
## SchoolMask1 -9.08326 16.29141 -0.558 0.5776
## Quarantine1 -4.68351 12.28507 -0.381 0.7033
## weekend1 41.92312 4.19980 9.982 < 2e-16 ***
## holiday1 8.60267 11.84492 0.726 0.4683
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 32.54 on 282 degrees of freedom
## Multiple R-squared: 0.8163, Adjusted R-squared: 0.8065
## F-statistic: 83.55 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06061
## "Placer County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -222.124 -37.055 -2.886 25.471 182.562
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 420.01716 15.17956 27.670 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.21864 0.08055 -2.714 0.007049 **
## confirmed_7dav_incidence_prop -0.41175 0.81646 -0.504 0.614437
## deaths_7dav_cumulative_prop 22.37701 5.19329 4.309 2.27e-05 ***
## deaths_7dav_incidence_prop -33.66207 65.74755 -0.512 0.609059
## EmergDec1 -25.93430 26.12883 -0.993 0.321778
## GathRestrict1 3.10077 45.19882 0.069 0.945354
## SchoolClose1 -203.29913 46.00155 -4.419 1.41e-05 ***
## BarRestrict1 -139.78938 27.82083 -5.025 8.97e-07 ***
## PublicMask1 -0.95219 18.85069 -0.051 0.959750
## OtherBusinessClose1 62.00882 16.40936 3.779 0.000192 ***
## BusinessMask1 128.08851 16.06948 7.971 3.94e-14 ***
## SchoolMask1 -29.06402 20.51190 -1.417 0.157606
## Quarantine1 -18.48099 23.42347 -0.789 0.430778
## weekend1 58.17727 7.26075 8.013 2.99e-14 ***
## holiday1 25.33416 20.59126 1.230 0.219597
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 56.26 on 282 degrees of freedom
## Multiple R-squared: 0.7444, Adjusted R-squared: 0.7308
## F-statistic: 54.76 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06063
## "Plumas County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -41.12 -15.06 -3.18 10.60 109.02
##
## Coefficients: (2 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 4.65866 6.40928 0.727 0.46806
## confirmed_7dav_cumulative_prop 0.03897 0.02580 1.510 0.13230
## confirmed_7dav_incidence_prop -1.20185 0.52404 -2.293 0.02273 *
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 6.36051 10.97232 0.580 0.56270
## GathRestrict1 -11.01918 19.02955 -0.579 0.56312
## SchoolClose1 6.91922 19.38667 0.357 0.72149
## BarRestrict1 -4.95373 16.79896 -0.295 0.76835
## PublicMask1 2.13783 15.14276 0.141 0.88785
## OtherBusinessClose1 -0.14414 10.17894 -0.014 0.98871
## BusinessMask1 -0.83143 8.84174 -0.094 0.92516
## SchoolMask1 22.51659 6.90583 3.261 0.00128 **
## Quarantine1 -23.65592 8.62334 -2.743 0.00657 **
## weekend1 -2.94823 3.40824 -0.865 0.38793
## holiday1 -1.57700 9.28294 -0.170 0.86525
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 23.7 on 228 degrees of freedom
## Multiple R-squared: 0.2454, Adjusted R-squared: 0.2024
## F-statistic: 5.703 on 13 and 228 DF, p-value: 4.93e-09
##
## 06065
## "Riverside County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -140.279 -15.421 -0.325 14.112 93.451
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 285.46253 7.99842 35.690 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.13937 0.03111 -4.481 1.08e-05 ***
## confirmed_7dav_incidence_prop 0.55413 0.22787 2.432 0.0156 *
## deaths_7dav_cumulative_prop 8.34397 1.66278 5.018 9.25e-07 ***
## deaths_7dav_incidence_prop -50.57862 22.17188 -2.281 0.0233 *
## EmergDec1 -14.14696 13.72358 -1.031 0.3035
## GathRestrict1 -21.76151 23.79508 -0.915 0.3612
## SchoolClose1 -102.25377 24.24122 -4.218 3.32e-05 ***
## BarRestrict1 -79.49383 14.66392 -5.421 1.27e-07 ***
## PublicMask1 4.21649 10.68332 0.395 0.6934
## OtherBusinessClose1 -10.29319 11.13769 -0.924 0.3562
## BusinessMask1 41.20608 8.93043 4.614 6.00e-06 ***
## SchoolMask1 4.08909 12.49765 0.327 0.7438
## Quarantine1 15.83530 11.16059 1.419 0.1570
## weekend1 29.34291 3.82735 7.667 2.87e-13 ***
## holiday1 5.58530 10.81661 0.516 0.6060
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 29.65 on 282 degrees of freedom
## Multiple R-squared: 0.7659, Adjusted R-squared: 0.7534
## F-statistic: 61.49 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06067
## "Sacramento County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -102.655 -10.530 -0.202 9.686 71.982
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 223.92315 5.27897 42.418 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.05494 0.03554 -1.546 0.1233
## confirmed_7dav_incidence_prop -0.14286 0.44660 -0.320 0.7493
## deaths_7dav_cumulative_prop 3.84473 1.77584 2.165 0.0312 *
## deaths_7dav_incidence_prop -7.05619 19.99063 -0.353 0.7244
## EmergDec1 -5.41078 9.05756 -0.597 0.5507
## GathRestrict1 -9.86573 15.70511 -0.628 0.5304
## SchoolClose1 -98.86298 15.99897 -6.179 2.25e-09 ***
## BarRestrict1 -61.04294 9.68599 -6.302 1.13e-09 ***
## PublicMask1 7.17120 6.71132 1.069 0.2862
## OtherBusinessClose1 10.36229 5.73977 1.805 0.0721 .
## BusinessMask1 42.24966 5.52835 7.642 3.35e-13 ***
## SchoolMask1 -10.13115 6.46137 -1.568 0.1180
## Quarantine1 -15.83535 8.50251 -1.862 0.0636 .
## weekend1 13.73102 2.52842 5.431 1.21e-07 ***
## holiday1 -0.69365 7.11816 -0.097 0.9224
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 19.57 on 282 degrees of freedom
## Multiple R-squared: 0.8198, Adjusted R-squared: 0.8102
## F-statistic: 85.51 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06069
## "San Benito County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -26.351 -6.414 -1.066 4.879 51.879
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 48.946584 2.891916 16.925 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.004877 0.007269 0.671 0.502819
## confirmed_7dav_incidence_prop 0.059762 0.115116 0.519 0.604066
## deaths_7dav_cumulative_prop -0.580108 0.622451 -0.932 0.352148
## deaths_7dav_incidence_prop 0.806231 4.739753 0.170 0.865054
## EmergDec1 -3.872059 4.961822 -0.780 0.435827
## GathRestrict1 23.336565 8.603211 2.713 0.007087 **
## SchoolClose1 -29.930579 8.781716 -3.408 0.000749 ***
## BarRestrict1 -12.495161 5.367951 -2.328 0.020634 *
## PublicMask1 5.643404 3.523979 1.601 0.110401
## OtherBusinessClose1 2.081362 3.098949 0.672 0.502366
## BusinessMask1 7.659091 3.141459 2.438 0.015384 *
## SchoolMask1 -11.369210 4.334069 -2.623 0.009184 **
## Quarantine1 -7.375961 4.000307 -1.844 0.066254 .
## weekend1 -1.067166 1.382823 -0.772 0.440920
## holiday1 0.919229 3.908081 0.235 0.814215
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 10.72 on 282 degrees of freedom
## Multiple R-squared: 0.3203, Adjusted R-squared: 0.2842
## F-statistic: 8.861 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06071
## "San Bernardino County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -150.813 -18.055 -2.441 14.880 123.595
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 333.64638 9.16797 36.393 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.03525 0.01886 -1.870 0.0626 .
## confirmed_7dav_incidence_prop -0.01725 0.32794 -0.053 0.9581
## deaths_7dav_cumulative_prop 2.68124 1.12540 2.382 0.0179 *
## deaths_7dav_incidence_prop -11.13566 16.01700 -0.695 0.4875
## EmergDec1 -18.57905 15.73036 -1.181 0.2386
## GathRestrict1 -26.97195 27.27458 -0.989 0.3236
## SchoolClose1 -120.78068 27.78422 -4.347 1.93e-05 ***
## BarRestrict1 -98.38611 16.80148 -5.856 1.32e-08 ***
## PublicMask1 9.55784 11.43195 0.836 0.4038
## OtherBusinessClose1 8.99064 10.46787 0.859 0.3911
## BusinessMask1 71.79090 9.77889 7.341 2.27e-12 ***
## SchoolMask1 -8.27010 11.37098 -0.727 0.4676
## Quarantine1 12.62054 14.50382 0.870 0.3850
## weekend1 34.06864 4.38578 7.768 1.49e-13 ***
## holiday1 3.02934 12.38914 0.245 0.8070
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 33.98 on 282 degrees of freedom
## Multiple R-squared: 0.7759, Adjusted R-squared: 0.764
## F-statistic: 65.1 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06073
## "San Diego County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -108.993 -15.837 -1.131 12.253 94.362
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 258.15063 6.99022 36.930 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.08649 0.03246 -2.664 0.008159 **
## confirmed_7dav_incidence_prop 0.31134 0.67497 0.461 0.644967
## deaths_7dav_cumulative_prop 8.96127 2.63386 3.402 0.000765 ***
## deaths_7dav_incidence_prop -67.65802 53.59189 -1.262 0.207824
## EmergDec1 -12.19554 11.99376 -1.017 0.310109
## GathRestrict1 -15.70837 20.79576 -0.755 0.450661
## SchoolClose1 -110.54566 21.18486 -5.218 3.51e-07 ***
## BarRestrict1 -75.79094 12.82694 -5.909 9.92e-09 ***
## PublicMask1 -0.86484 10.45930 -0.083 0.934160
## OtherBusinessClose1 -6.87583 10.70213 -0.642 0.521088
## BusinessMask1 39.15155 10.29638 3.802 0.000176 ***
## SchoolMask1 -9.95726 8.59448 -1.159 0.247614
## Quarantine1 -23.91957 11.63667 -2.056 0.040748 *
## weekend1 35.77789 3.34461 10.697 < 2e-16 ***
## holiday1 15.80605 9.47180 1.669 0.096277 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 25.91 on 282 degrees of freedom
## Multiple R-squared: 0.8227, Adjusted R-squared: 0.8132
## F-statistic: 87.22 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06075
## "San Francisco County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -35.136 -5.768 -0.628 4.005 32.106
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 91.218611 2.360779 38.639 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.006914 0.007237 0.955 0.340233
## confirmed_7dav_incidence_prop -0.192211 0.206236 -0.932 0.352137
## deaths_7dav_cumulative_prop -0.690116 0.586544 -1.177 0.240355
## deaths_7dav_incidence_prop 6.648259 15.133223 0.439 0.660769
## EmergDec1 -16.881577 4.050750 -4.168 4.10e-05 ***
## GathRestrict1 -8.380859 7.023312 -1.193 0.233758
## SchoolClose1 -38.220704 7.154694 -5.342 1.90e-07 ***
## BarRestrict1 -16.951389 4.412047 -3.842 0.000151 ***
## PublicMask1 1.862758 2.986905 0.624 0.533367
## OtherBusinessClose1 2.111810 2.620479 0.806 0.420987
## BusinessMask1 5.851067 2.501876 2.339 0.020051 *
## SchoolMask1 10.669949 3.211901 3.322 0.001012 **
## Quarantine1 -2.373687 3.550934 -0.668 0.504381
## weekend1 5.889546 1.129296 5.215 3.56e-07 ***
## holiday1 3.220841 3.193625 1.009 0.314069
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 8.75 on 282 degrees of freedom
## Multiple R-squared: 0.8204, Adjusted R-squared: 0.8108
## F-statistic: 85.86 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06077
## "San Joaquin County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -93.998 -13.292 -1.211 11.348 63.290
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 207.81835 5.66350 36.694 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.07686 0.01821 -4.221 3.28e-05 ***
## confirmed_7dav_incidence_prop 0.16479 0.21226 0.776 0.4382
## deaths_7dav_cumulative_prop 3.47658 0.71531 4.860 1.95e-06 ***
## deaths_7dav_incidence_prop -8.57607 7.46341 -1.149 0.2515
## EmergDec1 -4.77010 9.71747 -0.491 0.6239
## GathRestrict1 2.18310 16.84893 0.130 0.8970
## SchoolClose1 -90.72683 17.16416 -5.286 2.51e-07 ***
## BarRestrict1 -64.33317 10.38743 -6.193 2.08e-09 ***
## PublicMask1 3.30364 6.85029 0.482 0.6300
## OtherBusinessClose1 11.26580 6.06695 1.857 0.0644 .
## BusinessMask1 59.80550 6.16150 9.706 < 2e-16 ***
## SchoolMask1 7.24301 10.14528 0.714 0.4759
## Quarantine1 -4.13098 6.88803 -0.600 0.5492
## weekend1 20.40537 2.70839 7.534 6.71e-13 ***
## holiday1 3.45251 7.66613 0.450 0.6528
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 20.99 on 282 degrees of freedom
## Multiple R-squared: 0.792, Adjusted R-squared: 0.7809
## F-statistic: 71.57 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06079
## "San Luis Obispo County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -61.003 -8.118 0.220 7.441 83.358
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 130.487076 4.422470 29.505 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.007229 0.018807 -0.384 0.701002
## confirmed_7dav_incidence_prop 0.019167 0.277991 0.069 0.945080
## deaths_7dav_cumulative_prop 1.493837 2.326508 0.642 0.521334
## deaths_7dav_incidence_prop -28.409688 15.306256 -1.856 0.064485 .
## EmergDec1 -10.064471 7.588056 -1.326 0.185795
## GathRestrict1 11.311925 13.156791 0.860 0.390642
## SchoolClose1 -63.521260 13.402879 -4.739 3.40e-06 ***
## BarRestrict1 -52.540071 8.112332 -6.477 4.16e-10 ***
## PublicMask1 4.111149 5.313644 0.774 0.439758
## OtherBusinessClose1 8.972390 4.759455 1.885 0.060435 .
## BusinessMask1 41.301714 4.672803 8.839 < 2e-16 ***
## SchoolMask1 -20.590999 5.405219 -3.809 0.000171 ***
## Quarantine1 -15.994196 8.581205 -1.864 0.063380 .
## weekend1 17.245574 2.115635 8.151 1.19e-14 ***
## holiday1 8.386638 6.018534 1.393 0.164575
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 16.39 on 282 degrees of freedom
## Multiple R-squared: 0.7592, Adjusted R-squared: 0.7464
## F-statistic: 59.28 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06081
## "San Mateo County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -39.232 -4.536 0.026 3.924 31.708
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 101.201283 2.223667 45.511 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.005470 0.005128 -1.067 0.28706
## confirmed_7dav_incidence_prop -0.061998 0.143177 -0.433 0.66533
## deaths_7dav_cumulative_prop 1.849215 0.635919 2.908 0.00393 **
## deaths_7dav_incidence_prop -5.274287 11.310036 -0.466 0.64133
## EmergDec1 -6.248939 3.815382 -1.638 0.10257
## GathRestrict1 -2.849196 6.615411 -0.431 0.66702
## SchoolClose1 -46.195899 6.741763 -6.852 4.57e-11 ***
## BarRestrict1 -24.562624 4.114051 -5.970 7.10e-09 ***
## PublicMask1 -5.262458 3.466318 -1.518 0.13009
## OtherBusinessClose1 -4.355042 3.464142 -1.257 0.20973
## BusinessMask1 2.828789 3.238286 0.874 0.38311
## SchoolMask1 5.270143 2.349928 2.243 0.02569 *
## Quarantine1 -7.250166 2.996708 -2.419 0.01618 *
## weekend1 6.541959 1.063791 6.150 2.65e-09 ***
## holiday1 3.133333 3.011556 1.040 0.29903
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 8.242 on 282 degrees of freedom
## Multiple R-squared: 0.8489, Adjusted R-squared: 0.8409
## F-statistic: 105.6 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06083
## "Santa Barbara County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -52.579 -7.480 -0.986 6.657 52.647
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 129.35507 3.44276 37.573 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01997 0.01312 -1.522 0.12907
## confirmed_7dav_incidence_prop -0.30402 0.16826 -1.807 0.07184 .
## deaths_7dav_cumulative_prop 1.72921 0.79468 2.176 0.03039 *
## deaths_7dav_incidence_prop 7.86609 5.40387 1.456 0.14660
## EmergDec1 -9.95149 5.90705 -1.685 0.09316 .
## GathRestrict1 4.48027 10.24213 0.437 0.66213
## SchoolClose1 -65.48674 10.43353 -6.277 1.30e-09 ***
## BarRestrict1 -32.37447 6.31055 -5.130 5.39e-07 ***
## PublicMask1 1.52911 4.16424 0.367 0.71375
## OtherBusinessClose1 13.28936 3.99818 3.324 0.00101 **
## BusinessMask1 26.52967 3.87186 6.852 4.58e-11 ***
## SchoolMask1 2.18899 6.02668 0.363 0.71671
## Quarantine1 -7.28425 3.87378 -1.880 0.06108 .
## weekend1 12.31628 1.64732 7.477 9.68e-13 ***
## holiday1 6.05916 4.65528 1.302 0.19413
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 12.76 on 282 degrees of freedom
## Multiple R-squared: 0.8026, Adjusted R-squared: 0.7921
## F-statistic: 76.46 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06085
## "Santa Clara County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -70.174 -6.394 -0.240 6.011 53.226
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 150.84330 3.42382 44.057 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01928 0.01214 -1.588 0.113447
## confirmed_7dav_incidence_prop -0.19447 0.17644 -1.102 0.271329
## deaths_7dav_cumulative_prop 2.22092 0.83300 2.666 0.008114 **
## deaths_7dav_incidence_prop -6.11022 23.81086 -0.257 0.797663
## EmergDec1 -15.37096 5.87401 -2.617 0.009355 **
## GathRestrict1 -13.22321 10.18000 -1.299 0.195026
## SchoolClose1 -66.31737 10.37621 -6.391 6.79e-10 ***
## BarRestrict1 -32.80951 6.46763 -5.073 7.12e-07 ***
## PublicMask1 -1.22415 4.60338 -0.266 0.790491
## OtherBusinessClose1 0.51889 4.48256 0.116 0.907926
## BusinessMask1 13.62254 3.56881 3.817 0.000166 ***
## SchoolMask1 12.12088 3.77712 3.209 0.001486 **
## Quarantine1 -10.55678 4.97986 -2.120 0.034888 *
## weekend1 13.33453 1.63694 8.146 1.23e-14 ***
## holiday1 4.18914 4.63176 0.904 0.366536
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 12.68 on 282 degrees of freedom
## Multiple R-squared: 0.846, Adjusted R-squared: 0.8378
## F-statistic: 103.3 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06087
## "Santa Cruz County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -65.984 -7.748 0.592 7.187 64.236
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 115.746796 3.898228 29.692 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.001778 0.010214 0.174 0.8619
## confirmed_7dav_incidence_prop 0.172165 0.271190 0.635 0.5260
## deaths_7dav_cumulative_prop 0.363322 0.875912 0.415 0.6786
## deaths_7dav_incidence_prop 4.797497 8.214188 0.584 0.5597
## EmergDec1 -12.397455 6.688521 -1.854 0.0648 .
## GathRestrict1 2.866180 11.597113 0.247 0.8050
## SchoolClose1 -54.227697 11.814158 -4.590 6.68e-06 ***
## BarRestrict1 -31.904413 7.144754 -4.465 1.16e-05 ***
## PublicMask1 3.165178 4.684651 0.676 0.4998
## OtherBusinessClose1 5.130192 4.168188 1.231 0.2194
## BusinessMask1 28.544267 4.029812 7.083 1.13e-11 ***
## SchoolMask1 -5.947780 4.617769 -1.288 0.1988
## Quarantine1 -16.225456 6.682592 -2.428 0.0158 *
## weekend1 15.296975 1.865617 8.199 8.60e-15 ***
## holiday1 2.749879 5.310349 0.518 0.6050
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 14.45 on 282 degrees of freedom
## Multiple R-squared: 0.7183, Adjusted R-squared: 0.7033
## F-statistic: 47.94 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06089
## "Shasta County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -129.857 -22.021 -0.634 18.492 107.309
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 244.03279 9.80627 24.885 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.05771 0.02167 -2.664 0.008172 **
## confirmed_7dav_incidence_prop 0.05492 0.39661 0.138 0.889962
## deaths_7dav_cumulative_prop 6.57923 1.94181 3.388 0.000804 ***
## deaths_7dav_incidence_prop 37.40006 25.54630 1.464 0.144305
## EmergDec1 -0.72982 16.82560 -0.043 0.965433
## GathRestrict1 45.81098 29.17359 1.570 0.117469
## SchoolClose1 -127.45915 29.71872 -4.289 2.47e-05 ***
## BarRestrict1 -100.67394 18.00217 -5.592 5.29e-08 ***
## PublicMask1 12.13282 11.79093 1.029 0.304363
## OtherBusinessClose1 49.86168 10.89210 4.578 7.05e-06 ***
## BusinessMask1 57.24502 9.98091 5.735 2.50e-08 ***
## SchoolMask1 -4.35251 8.01879 -0.543 0.587704
## Quarantine1 -46.16870 19.65754 -2.349 0.019532 *
## weekend1 17.20376 4.69047 3.668 0.000292 ***
## holiday1 8.58910 13.22461 0.649 0.516558
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 36.35 on 282 degrees of freedom
## Multiple R-squared: 0.7061, Adjusted R-squared: 0.6905
## F-statistic: 45.17 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06091
## "Sierra County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -657.09 -212.51 -27.73 98.69 1317.44
##
## Coefficients: (3 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 261.4950 89.8584 2.910 0.00399 **
## confirmed_7dav_cumulative_prop -0.4157 0.4179 -0.995 0.32102
## confirmed_7dav_incidence_prop -9.8431 4.7512 -2.072 0.03949 *
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 -141.0373 153.7390 -0.917 0.35997
## GathRestrict1 70.6251 266.6515 0.265 0.79137
## SchoolClose1 -82.3959 271.6615 -0.303 0.76195
## BarRestrict1 -194.8231 171.5341 -1.136 0.25732
## PublicMask1 24.6103 137.6223 0.179 0.85824
## OtherBusinessClose1 40.6855 105.9659 0.384 0.70140
## BusinessMask1 NA NA NA NA
## SchoolMask1 704.8181 93.6419 7.527 1.41e-12 ***
## Quarantine1 73.0083 214.1130 0.341 0.73345
## weekend1 247.1877 48.9959 5.045 9.63e-07 ***
## holiday1 206.6480 139.5222 1.481 0.14004
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 332.1 on 215 degrees of freedom
## Multiple R-squared: 0.4528, Adjusted R-squared: 0.4222
## F-statistic: 14.82 on 12 and 215 DF, p-value: < 2.2e-16
##
## 06093
## "Siskiyou County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -147.627 -28.159 2.148 24.017 165.617
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 236.74652 13.06838 18.116 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.22744 0.03683 6.176 2.29e-09 ***
## confirmed_7dav_incidence_prop -4.05656 0.78018 -5.200 3.84e-07 ***
## deaths_7dav_cumulative_prop -22.89166 4.25090 -5.385 1.53e-07 ***
## deaths_7dav_incidence_prop -13.39786 35.98358 -0.372 0.709925
## EmergDec1 -10.28181 22.42138 -0.459 0.646895
## GathRestrict1 43.43275 38.87627 1.117 0.264858
## SchoolClose1 -134.63963 39.60279 -3.400 0.000772 ***
## BarRestrict1 -88.71779 23.94615 -3.705 0.000254 ***
## PublicMask1 5.02541 15.68952 0.320 0.748975
## OtherBusinessClose1 39.69770 13.96197 2.843 0.004792 **
## BusinessMask1 127.63167 13.32136 9.581 < 2e-16 ***
## SchoolMask1 -85.81913 12.27151 -6.993 1.95e-11 ***
## Quarantine1 -54.80705 28.35789 -1.933 0.054275 .
## weekend1 29.06129 6.27065 4.634 5.48e-06 ***
## holiday1 43.34116 17.68025 2.451 0.014838 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 48.44 on 282 degrees of freedom
## Multiple R-squared: 0.6938, Adjusted R-squared: 0.6776
## F-statistic: 42.61 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06095
## "Solano County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -89.897 -8.535 -1.100 9.134 67.575
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 174.98797 5.08736 34.397 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.03824 0.01185 -3.228 0.001394 **
## confirmed_7dav_incidence_prop -0.49645 0.26174 -1.897 0.058882 .
## deaths_7dav_cumulative_prop 6.75642 1.24332 5.434 1.19e-07 ***
## deaths_7dav_incidence_prop -25.62077 17.72986 -1.445 0.149550
## EmergDec1 -4.46469 8.72889 -0.511 0.609412
## GathRestrict1 -2.78973 15.13483 -0.184 0.853891
## SchoolClose1 -83.86839 15.41763 -5.440 1.16e-07 ***
## BarRestrict1 -48.93143 9.32246 -5.249 3.02e-07 ***
## PublicMask1 6.16681 6.16462 1.000 0.317996
## OtherBusinessClose1 0.51290 6.48349 0.079 0.937003
## BusinessMask1 22.64151 6.17562 3.666 0.000294 ***
## SchoolMask1 -4.45182 6.01033 -0.741 0.459495
## Quarantine1 -15.37657 7.52518 -2.043 0.041947 *
## weekend1 23.22465 2.43362 9.543 < 2e-16 ***
## holiday1 8.97953 6.90121 1.301 0.194268
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 18.86 on 282 degrees of freedom
## Multiple R-squared: 0.7824, Adjusted R-squared: 0.7708
## F-statistic: 67.58 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06097
## "Sonoma County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -47.520 -5.415 0.071 5.940 50.795
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 125.69068 3.05978 41.078 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01028 0.01184 -0.869 0.3858
## confirmed_7dav_incidence_prop 0.39304 0.23081 1.703 0.0897 .
## deaths_7dav_cumulative_prop 0.75058 0.72442 1.036 0.3010
## deaths_7dav_incidence_prop -5.69120 8.19112 -0.695 0.4878
## EmergDec1 -8.48270 5.25001 -1.616 0.1073
## GathRestrict1 0.71036 9.10288 0.078 0.9379
## SchoolClose1 -52.86295 9.27297 -5.701 3.00e-08 ***
## BarRestrict1 -36.05363 5.60980 -6.427 5.53e-10 ***
## PublicMask1 2.69684 3.67495 0.734 0.4637
## OtherBusinessClose1 6.42211 3.27571 1.961 0.0509 .
## BusinessMask1 17.98299 3.22374 5.578 5.69e-08 ***
## SchoolMask1 -8.03008 3.71886 -2.159 0.0317 *
## Quarantine1 -8.43263 4.52931 -1.862 0.0637 .
## weekend1 7.83391 1.46321 5.354 1.79e-07 ***
## holiday1 2.58930 4.16793 0.621 0.5349
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 11.34 on 282 degrees of freedom
## Multiple R-squared: 0.799, Adjusted R-squared: 0.7883
## F-statistic: 74.71 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06099
## "Stanislaus County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -115.491 -12.500 -1.674 11.969 82.373
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 245.90046 6.57132 37.420 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.04558 0.01744 -2.614 0.00944 **
## confirmed_7dav_incidence_prop -0.08477 0.16530 -0.513 0.60847
## deaths_7dav_cumulative_prop 2.12725 0.70548 3.015 0.00280 **
## deaths_7dav_incidence_prop -12.85698 10.66448 -1.206 0.22899
## EmergDec1 -9.44106 11.27512 -0.837 0.40311
## GathRestrict1 -6.58395 19.54971 -0.337 0.73653
## SchoolClose1 -87.93581 19.91502 -4.416 1.44e-05 ***
## BarRestrict1 -77.86842 12.04066 -6.467 4.39e-10 ***
## PublicMask1 13.77048 7.94733 1.733 0.08424 .
## OtherBusinessClose1 13.55643 7.20064 1.883 0.06077 .
## BusinessMask1 48.16535 6.99718 6.884 3.78e-11 ***
## SchoolMask1 -0.77464 11.02687 -0.070 0.94404
## Quarantine1 1.58533 8.03153 0.197 0.84367
## weekend1 20.11148 3.14248 6.400 6.46e-10 ***
## holiday1 5.71973 8.88002 0.644 0.52003
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 24.36 on 282 degrees of freedom
## Multiple R-squared: 0.7666, Adjusted R-squared: 0.7542
## F-statistic: 61.74 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06101
## "Sutter County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -141.02 -20.28 0.10 18.12 106.69
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 277.31974 9.05704 30.619 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.02797 0.02213 1.264 0.207422
## confirmed_7dav_incidence_prop -1.23778 0.30425 -4.068 6.15e-05 ***
## deaths_7dav_cumulative_prop 0.38439 3.79903 0.101 0.919478
## deaths_7dav_incidence_prop -6.33827 16.66748 -0.380 0.704026
## EmergDec1 -25.28637 15.53905 -1.627 0.104795
## GathRestrict1 7.19058 26.94307 0.267 0.789756
## SchoolClose1 -94.70543 27.44659 -3.451 0.000645 ***
## BarRestrict1 -97.77585 16.59482 -5.892 1.09e-08 ***
## PublicMask1 33.30452 12.45556 2.674 0.007936 **
## OtherBusinessClose1 68.11306 9.75707 6.981 2.10e-11 ***
## BusinessMask1 37.14135 9.43232 3.938 0.000104 ***
## SchoolMask1 -75.45085 9.58841 -7.869 7.70e-14 ***
## Quarantine1 34.73695 19.11627 1.817 0.070257 .
## weekend1 14.76644 4.34714 3.397 0.000780 ***
## holiday1 -4.33437 12.23736 -0.354 0.723460
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 33.57 on 282 degrees of freedom
## Multiple R-squared: 0.6834, Adjusted R-squared: 0.6666
## F-statistic: 40.58 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06103
## "Tehama County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -76.552 -17.621 -0.669 16.684 79.509
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 204.93022 6.99053 29.315 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.02362 0.01364 1.731 0.08455 .
## confirmed_7dav_incidence_prop -0.56560 0.30755 -1.839 0.06696 .
## deaths_7dav_cumulative_prop -1.03637 0.80459 -1.288 0.19878
## deaths_7dav_incidence_prop -9.46005 6.36746 -1.486 0.13848
## EmergDec1 -5.75714 11.99440 -0.480 0.63161
## GathRestrict1 -3.83973 20.79685 -0.185 0.85365
## SchoolClose1 -19.90781 21.18546 -0.940 0.34818
## BarRestrict1 -62.96945 12.80862 -4.916 1.5e-06 ***
## PublicMask1 0.04357 8.38759 0.005 0.99586
## OtherBusinessClose1 27.73338 7.49645 3.700 0.00026 ***
## BusinessMask1 0.59553 7.17130 0.083 0.93388
## SchoolMask1 0.94340 6.93236 0.136 0.89185
## Quarantine1 -2.01951 14.04043 -0.144 0.88573
## weekend1 1.76172 3.34307 0.527 0.59862
## holiday1 4.46816 9.44105 0.473 0.63639
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 25.91 on 282 degrees of freedom
## Multiple R-squared: 0.4517, Adjusted R-squared: 0.4225
## F-statistic: 15.49 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06105
## "Trinity County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -84.631 -26.940 -8.586 18.657 185.909
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 74.93616 11.76049 6.372 7.58e-10 ***
## confirmed_7dav_cumulative_prop -0.01804 0.02716 -0.664 0.5073
## confirmed_7dav_incidence_prop -0.48753 0.60573 -0.805 0.4216
## deaths_7dav_cumulative_prop 1.74761 7.44369 0.235 0.8146
## deaths_7dav_incidence_prop -6.29544 34.64352 -0.182 0.8559
## EmergDec1 -32.92532 20.17524 -1.632 0.1038
## GathRestrict1 12.21910 34.98214 0.349 0.7271
## SchoolClose1 -27.81310 35.63602 -0.780 0.4358
## BarRestrict1 -18.11666 21.54472 -0.841 0.4011
## PublicMask1 13.85172 14.10839 0.982 0.3270
## OtherBusinessClose1 20.05713 12.56589 1.596 0.1116
## BusinessMask1 21.32942 11.94754 1.785 0.0753 .
## SchoolMask1 4.31539 7.83070 0.551 0.5820
## Quarantine1 -0.66042 27.07687 -0.024 0.9806
## weekend1 2.09438 5.67512 0.369 0.7124
## holiday1 19.29498 15.86315 1.216 0.2249
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 43.58 on 282 degrees of freedom
## Multiple R-squared: 0.1844, Adjusted R-squared: 0.1411
## F-statistic: 4.252 on 15 and 282 DF, p-value: 4.066e-07
##
## 06107
## "Tulare County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -97.613 -10.539 0.005 10.062 66.696
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 196.193913 5.397846 36.347 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.004734 0.008697 -0.544 0.586660
## confirmed_7dav_incidence_prop -0.386692 0.117869 -3.281 0.001166 **
## deaths_7dav_cumulative_prop 0.500013 0.704189 0.710 0.478257
## deaths_7dav_incidence_prop 0.711016 9.674628 0.073 0.941466
## EmergDec1 -8.255344 9.261574 -0.891 0.373499
## GathRestrict1 1.452296 16.058474 0.090 0.928003
## SchoolClose1 -85.571850 16.358558 -5.231 3.29e-07 ***
## BarRestrict1 -65.135373 9.891693 -6.585 2.22e-10 ***
## PublicMask1 10.680548 7.165048 1.491 0.137172
## OtherBusinessClose1 7.608205 7.430351 1.024 0.306743
## BusinessMask1 44.195827 7.396491 5.975 6.91e-09 ***
## SchoolMask1 -18.098206 6.865283 -2.636 0.008849 **
## Quarantine1 0.593809 6.434381 0.092 0.926536
## weekend1 9.141610 2.582633 3.540 0.000468 ***
## holiday1 0.152427 7.307703 0.021 0.983373
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 20.01 on 282 degrees of freedom
## Multiple R-squared: 0.7721, Adjusted R-squared: 0.76
## F-statistic: 63.7 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06109
## "Tuolumne County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -60.429 -14.278 0.292 10.916 110.040
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 132.46140 6.05245 21.886 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.02738 0.01284 2.132 0.03385 *
## confirmed_7dav_incidence_prop -0.62462 0.22466 -2.780 0.00580 **
## deaths_7dav_cumulative_prop 1.31929 0.76537 1.724 0.08585 .
## deaths_7dav_incidence_prop -13.30212 8.72143 -1.525 0.12832
## EmergDec1 6.22838 10.38486 0.600 0.54915
## GathRestrict1 -11.68519 18.00610 -0.649 0.51689
## SchoolClose1 -22.69943 18.34255 -1.238 0.21692
## BarRestrict1 -53.08044 11.08979 -4.786 2.74e-06 ***
## PublicMask1 -1.52114 7.26217 -0.209 0.83424
## OtherBusinessClose1 20.06433 6.46681 3.103 0.00211 **
## BusinessMask1 25.45447 6.17682 4.121 4.96e-05 ***
## SchoolMask1 -32.16338 5.14815 -6.248 1.53e-09 ***
## Quarantine1 -23.35576 13.95330 -1.674 0.09527 .
## weekend1 -2.03856 2.89408 -0.704 0.48177
## holiday1 -5.23554 8.17011 -0.641 0.52216
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 22.43 on 282 degrees of freedom
## Multiple R-squared: 0.5149, Adjusted R-squared: 0.4891
## F-statistic: 19.95 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06111
## "Ventura County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -126.502 -16.347 -1.465 14.014 95.288
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 250.90104 7.43652 33.739 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.11652 0.02649 -4.398 1.55e-05 ***
## confirmed_7dav_incidence_prop 0.27080 0.40179 0.674 0.501
## deaths_7dav_cumulative_prop 10.82255 2.40195 4.506 9.70e-06 ***
## deaths_7dav_incidence_prop -0.19816 35.66923 -0.006 0.996
## EmergDec1 -12.90929 12.75927 -1.012 0.313
## GathRestrict1 -22.29122 22.12309 -1.008 0.315
## SchoolClose1 -98.96332 22.53663 -4.391 1.60e-05 ***
## BarRestrict1 -76.47016 13.67287 -5.593 5.28e-08 ***
## PublicMask1 -3.00586 9.27031 -0.324 0.746
## OtherBusinessClose1 8.46160 8.37300 1.011 0.313
## BusinessMask1 62.17967 8.20207 7.581 4.98e-13 ***
## SchoolMask1 5.19676 9.21475 0.564 0.573
## Quarantine1 13.38550 11.35739 1.179 0.240
## weekend1 35.79603 3.56168 10.050 < 2e-16 ***
## holiday1 14.36721 10.03921 1.431 0.154
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 27.56 on 282 degrees of freedom
## Multiple R-squared: 0.7856, Adjusted R-squared: 0.7742
## F-statistic: 68.88 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06113
## "Yolo County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -37.706 -6.395 -0.516 5.996 45.222
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.053e+02 2.854e+00 36.894 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.432e-04 7.895e-03 0.069 0.9452
## confirmed_7dav_incidence_prop -2.458e-01 1.346e-01 -1.826 0.0690 .
## deaths_7dav_cumulative_prop 8.214e-01 6.296e-01 1.305 0.1931
## deaths_7dav_incidence_prop -5.166e+00 6.541e+00 -0.790 0.4303
## EmergDec1 7.293e+00 4.897e+00 1.489 0.1375
## GathRestrict1 -9.717e+00 8.490e+00 -1.144 0.2534
## SchoolClose1 -4.149e+01 8.649e+00 -4.797 2.61e-06 ***
## BarRestrict1 -2.662e+01 5.236e+00 -5.083 6.77e-07 ***
## PublicMask1 -6.343e-01 4.021e+00 -0.158 0.8748
## OtherBusinessClose1 -8.050e-01 4.730e+00 -0.170 0.8650
## BusinessMask1 1.943e+01 3.063e+00 6.344 8.88e-10 ***
## SchoolMask1 -6.152e+00 3.368e+00 -1.827 0.0688 .
## Quarantine1 -1.149e+01 4.665e+00 -2.464 0.0144 *
## weekend1 2.096e+00 1.367e+00 1.534 0.1261
## holiday1 8.401e-01 3.880e+00 0.217 0.8287
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 10.58 on 282 degrees of freedom
## Multiple R-squared: 0.7464, Adjusted R-squared: 0.7329
## F-statistic: 55.34 on 15 and 282 DF, p-value: < 2.2e-16
##
## 06115
## "Yuba County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -55.545 -8.930 -0.248 7.680 57.621
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 98.767109 3.959513 24.944 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.004131 0.005897 0.700 0.484207
## confirmed_7dav_incidence_prop -0.268726 0.145905 -1.842 0.066556 .
## deaths_7dav_cumulative_prop -0.271958 0.919555 -0.296 0.767639
## deaths_7dav_incidence_prop -24.359315 9.500263 -2.564 0.010864 *
## EmergDec1 -16.624009 6.793610 -2.447 0.015015 *
## GathRestrict1 11.841126 11.779336 1.005 0.315640
## SchoolClose1 -32.516121 11.999451 -2.710 0.007145 **
## BarRestrict1 -25.454224 7.255057 -3.508 0.000524 ***
## PublicMask1 5.507475 4.817472 1.143 0.253913
## OtherBusinessClose1 10.442623 4.252634 2.456 0.014670 *
## BusinessMask1 9.860537 4.097915 2.406 0.016761 *
## SchoolMask1 -15.606154 4.160674 -3.751 0.000214 ***
## Quarantine1 4.213055 6.210871 0.678 0.498115
## weekend1 1.023727 1.895706 0.540 0.589606
## holiday1 6.514361 5.342506 1.219 0.223732
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 14.68 on 282 degrees of freedom
## Multiple R-squared: 0.5149, Adjusted R-squared: 0.4891
## F-statistic: 19.96 on 15 and 282 DF, p-value: < 2.2e-16# Show all results for county level mobility
#counter <- 1
#temp <- fips_to_name(unique(ca.restvisit$geo_value.x))
#for (i in ca.restls){
# print(temp[counter])
# print(summary(i))
# counter <- counter + 1
#}Restaurant Visit: TX
interventions <- c("EmergDec",
"GathRestrict",
"SchoolClose",
"BarRestrict",
"PublicMask",
"OtherBusinessClose",
"Quarantine")
confounders.names <- c("confirmed_7dav_cumulative_prop",
"confirmed_7dav_incidence_prop",
"deaths_7dav_cumulative_prop",
"deaths_7dav_incidence_prop")
mobility.name <- "restaurants_visit_prop"
formula2 <- as.formula(paste(mobility.name, paste(c(confounders.names, interventions ), collapse=" + "), sep=" ~ "))
# TX restaurant visit
tx.restvisit <- prepDF(tx.rest,
policy,
states="TX",
interventions,
fips_codes)
# weekends filter
tx.restvisit <- tx.restvisit%>%
mutate(weekday= weekdays(as.Date(time_value)))%>%
mutate(weekend= as.factor(ifelse(weekday %in% c("Saturday", "Sunday"), 1, 0)),
holiday = as.factor(ifelse(as.Date(time_value) %in% as.Date(tx.holidays), 1, 0)))
interventions <- c("EmergDec",
"GathRestrict",
"SchoolClose",
"BarRestrict",
"PublicMask",
"OtherBusinessClose",
"Quarantine",
"weekend",
"holiday")
formula2 <- as.formula(paste(mobility.name, paste(c(confounders.names, interventions ), collapse=" + "), sep=" ~ "))
# Filter the fips codes
filtered_fips <- fipscodes %>%filter(state %in% "TX")
tx.restls <- list()
count <- 1
tx.counties.filtered <- NULL
exclude_ls <- c("48391") # exclude this county due to lack of data
for(code in filtered_fips$fips){
if(code %in% unique(tx.restvisit$geo_value.x) & !(code %in% exclude_ls)){
p <- tx.restvisit %>% filter(geo_value.x==code) %>%
lm(formula2,data=.)
tx.restls[[count]] <- p
countyname <- fips_to_name(code)
tx.counties.filtered[count] <- countyname
count <- count + 1
# print all the information
print(countyname)
print(summary(p))
}
}## 48001
## "Anderson County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -352.12 -64.70 -4.23 49.54 374.58
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 743.96935 22.39322 33.223 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01839 0.01312 -1.401 0.16217
## confirmed_7dav_incidence_prop 0.12323 0.17306 0.712 0.47701
## deaths_7dav_cumulative_prop -0.24548 0.49186 -0.499 0.61810
## deaths_7dav_incidence_prop -9.58063 17.08041 -0.561 0.57530
## EmergDec1 -307.43493 45.62035 -6.739 8.82e-11 ***
## GathRestrict1 -195.05525 126.31484 -1.544 0.12365
## SchoolClose1 -117.05066 41.22907 -2.839 0.00485 **
## BarRestrict1 183.53603 115.24802 1.593 0.11237
## PublicMask1 259.33680 26.32926 9.850 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -30.60435 26.90128 -1.138 0.25622
## weekend1 32.84608 13.65075 2.406 0.01676 *
## holiday1 -60.09834 36.22829 -1.659 0.09824 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 105.6 on 285 degrees of freedom
## Multiple R-squared: 0.5947, Adjusted R-squared: 0.5777
## F-statistic: 34.85 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48003
## "Andrews County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -107.233 -22.673 -0.037 21.340 122.652
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 192.771369 7.348580 26.232 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.006914 0.007071 -0.978 0.329052
## confirmed_7dav_incidence_prop 0.059549 0.150733 0.395 0.693091
## deaths_7dav_cumulative_prop -0.142750 0.599984 -0.238 0.812112
## deaths_7dav_incidence_prop 1.235463 4.148270 0.298 0.766053
## EmergDec1 -53.919798 14.970894 -3.602 0.000373 ***
## GathRestrict1 28.979817 41.754318 0.694 0.488213
## SchoolClose1 -21.784430 14.567031 -1.495 0.135901
## BarRestrict1 -55.687518 37.725770 -1.476 0.141017
## PublicMask1 56.126644 8.472793 6.624 1.74e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -14.211227 8.287795 -1.715 0.087484 .
## weekend1 -55.614288 4.481872 -12.409 < 2e-16 ***
## holiday1 -47.663358 11.887852 -4.009 7.78e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 34.66 on 285 degrees of freedom
## Multiple R-squared: 0.578, Adjusted R-squared: 0.5603
## F-statistic: 32.53 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48005
## "Angelina County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -555.38 -115.42 -3.67 85.84 560.60
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1011.3590 35.8847 28.184 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.1335 0.1096 -1.218 0.2243
## confirmed_7dav_incidence_prop 1.0703 1.1760 0.910 0.3635
## deaths_7dav_cumulative_prop 4.9916 2.0732 2.408 0.0167 *
## deaths_7dav_incidence_prop -9.3966 27.9578 -0.336 0.7370
## EmergDec1 -490.7534 73.1065 -6.713 1.03e-10 ***
## GathRestrict1 -487.8111 209.4119 -2.329 0.0205 *
## SchoolClose1 -65.5342 87.4689 -0.749 0.4543
## BarRestrict1 308.4843 184.6289 1.671 0.0959 .
## PublicMask1 390.9396 43.8454 8.916 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -77.8260 42.6324 -1.826 0.0690 .
## weekend1 179.1304 21.8823 8.186 9.10e-15 ***
## holiday1 -28.9055 57.9098 -0.499 0.6181
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 169.3 on 285 degrees of freedom
## Multiple R-squared: 0.7106, Adjusted R-squared: 0.6984
## F-statistic: 58.3 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48007
## "Aransas County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -81.501 -17.934 -2.851 14.171 161.162
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 7.375e+01 6.231e+00 11.835 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.025e-02 9.105e-03 -2.224 0.026964 *
## confirmed_7dav_incidence_prop 3.752e-01 2.074e-01 1.809 0.071538 .
## deaths_7dav_cumulative_prop 3.438e-02 2.100e-01 0.164 0.870060
## deaths_7dav_incidence_prop 4.233e+00 2.008e+00 2.108 0.035902 *
## EmergDec1 -1.112e+01 1.269e+01 -0.876 0.381940
## GathRestrict1 -1.054e+02 3.518e+01 -2.996 0.002976 **
## SchoolClose1 4.520e+01 1.226e+01 3.686 0.000273 ***
## BarRestrict1 6.673e+01 3.201e+01 2.084 0.038021 *
## PublicMask1 4.547e+01 7.187e+00 6.327 9.67e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -1.017e+01 7.004e+00 -1.452 0.147465
## weekend1 2.242e+01 3.799e+00 5.902 1.02e-08 ***
## holiday1 5.911e-01 1.012e+01 0.058 0.953451
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 29.39 on 285 degrees of freedom
## Multiple R-squared: 0.4997, Adjusted R-squared: 0.4787
## F-statistic: 23.73 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48009
## "Archer County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2037.25 -376.34 -87.17 365.63 2119.85
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3.780e+03 1.322e+02 28.598 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.677e-04 1.661e-01 0.002 0.9982
## confirmed_7dav_incidence_prop 3.293e+00 4.670e+00 0.705 0.4814
## deaths_7dav_cumulative_prop -1.844e+01 1.592e+01 -1.158 0.2478
## deaths_7dav_incidence_prop 3.695e+01 8.752e+01 0.422 0.6732
## EmergDec1 -1.197e+03 2.692e+02 -4.447 1.25e-05 ***
## GathRestrict1 -2.093e+03 7.108e+02 -2.944 0.0035 **
## SchoolClose1 -9.331e+01 1.148e+02 -0.813 0.4170
## BarRestrict1 9.110e+02 6.780e+02 1.344 0.1801
## PublicMask1 1.585e+03 1.521e+02 10.420 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -9.710e+01 1.476e+02 -0.658 0.5111
## weekend1 4.905e+02 8.085e+01 6.067 4.13e-09 ***
## holiday1 -2.327e+02 2.135e+02 -1.090 0.2766
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 623.3 on 285 degrees of freedom
## Multiple R-squared: 0.5826, Adjusted R-squared: 0.565
## F-statistic: 33.15 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48013
## "Atascosa County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -366.78 -60.09 -4.74 59.39 361.14
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 857.86984 20.84292 41.159 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.02330 0.02152 1.083 0.279889
## confirmed_7dav_incidence_prop -0.03105 0.26556 -0.117 0.907015
## deaths_7dav_cumulative_prop -0.28289 0.93277 -0.303 0.761898
## deaths_7dav_incidence_prop 13.22771 13.11082 1.009 0.313871
## EmergDec1 -247.60659 42.46137 -5.831 1.49e-08 ***
## GathRestrict1 -437.08780 114.78430 -3.808 0.000172 ***
## SchoolClose1 39.76401 31.94742 1.245 0.214275
## BarRestrict1 191.37385 106.93329 1.790 0.074571 .
## PublicMask1 202.19532 24.01555 8.419 1.87e-15 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -33.67555 23.33607 -1.443 0.150099
## weekend1 30.64156 12.71054 2.411 0.016554 *
## holiday1 -45.84016 33.65883 -1.362 0.174303
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 98.31 on 285 degrees of freedom
## Multiple R-squared: 0.5948, Adjusted R-squared: 0.5778
## F-statistic: 34.87 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48015
## "Austin County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -151.020 -34.445 -6.063 30.012 215.891
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 142.62703 11.66430 12.228 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.02597 0.03757 0.691 0.48990
## confirmed_7dav_incidence_prop -0.84307 0.46474 -1.814 0.07072 .
## deaths_7dav_cumulative_prop 3.80515 1.60181 2.376 0.01819 *
## deaths_7dav_incidence_prop 9.11409 11.62418 0.784 0.43365
## EmergDec1 -23.62433 23.76302 -0.994 0.32099
## GathRestrict1 -145.96674 64.42612 -2.266 0.02422 *
## SchoolClose1 73.98724 17.61623 4.200 3.57e-05 ***
## BarRestrict1 77.29938 59.94607 1.289 0.19828
## PublicMask1 36.96079 13.69620 2.699 0.00738 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -17.28370 13.41888 -1.288 0.19879
## weekend1 -3.55238 7.11100 -0.500 0.61777
## holiday1 7.61654 18.83071 0.404 0.68617
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 55.02 on 285 degrees of freedom
## Multiple R-squared: 0.5256, Adjusted R-squared: 0.5057
## F-statistic: 26.32 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48019
## "Bandera County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -331.35 -66.75 -6.74 56.42 347.64
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 813.43796 21.30700 38.177 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.25253 0.08969 2.816 0.00521 **
## confirmed_7dav_incidence_prop -2.41650 1.09946 -2.198 0.02876 *
## deaths_7dav_cumulative_prop 0.19776 1.56970 0.126 0.89983
## deaths_7dav_incidence_prop -14.63292 16.77571 -0.872 0.38380
## EmergDec1 -320.37002 43.40738 -7.381 1.74e-12 ***
## GathRestrict1 -377.75905 116.03689 -3.256 0.00127 **
## SchoolClose1 130.22196 26.66189 4.884 1.73e-06 ***
## BarRestrict1 126.07942 109.32233 1.153 0.24976
## PublicMask1 122.91797 24.68391 4.980 1.11e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -59.28179 23.92782 -2.478 0.01381 *
## weekend1 20.80261 12.99171 1.601 0.11044
## holiday1 -58.57966 34.48138 -1.699 0.09043 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 100.5 on 285 degrees of freedom
## Multiple R-squared: 0.6151, Adjusted R-squared: 0.5989
## F-statistic: 37.96 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48021
## "Bastrop County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -217.251 -30.478 1.246 28.075 129.536
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 350.49465 10.46722 33.485 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.09615 0.05609 -1.714 0.087589 .
## confirmed_7dav_incidence_prop 1.08632 0.49762 2.183 0.029850 *
## deaths_7dav_cumulative_prop 3.55130 3.25118 1.092 0.275618
## deaths_7dav_incidence_prop -2.81159 18.28764 -0.154 0.877922
## EmergDec1 -120.48385 21.32393 -5.650 3.88e-08 ***
## GathRestrict1 -85.61558 58.34494 -1.467 0.143369
## SchoolClose1 -68.42954 18.03075 -3.795 0.000180 ***
## BarRestrict1 124.72949 53.76774 2.320 0.021059 *
## PublicMask1 84.85825 12.35310 6.869 4.05e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -41.13919 12.31415 -3.341 0.000947 ***
## weekend1 18.73862 6.38270 2.936 0.003597 **
## holiday1 -26.77312 16.91943 -1.582 0.114670
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 49.37 on 285 degrees of freedom
## Multiple R-squared: 0.535, Adjusted R-squared: 0.5154
## F-statistic: 27.33 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48023
## "Baylor County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -345.06 -94.00 -12.40 75.39 746.55
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 557.21316 30.84574 18.065 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.10208 0.09363 -1.090 0.27654
## confirmed_7dav_incidence_prop 0.54271 0.94763 0.573 0.56730
## deaths_7dav_cumulative_prop 1.11429 0.99638 1.118 0.26436
## deaths_7dav_incidence_prop -0.84448 7.62744 -0.111 0.91192
## EmergDec1 -178.71612 62.84013 -2.844 0.00478 **
## GathRestrict1 -3.04608 168.77604 -0.018 0.98561
## SchoolClose1 -42.72998 39.00090 -1.096 0.27417
## BarRestrict1 70.16977 158.24545 0.443 0.65780
## PublicMask1 40.13050 35.50441 1.130 0.25930
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -43.54853 34.45732 -1.264 0.20732
## weekend1 -130.62689 18.80478 -6.946 2.54e-11 ***
## holiday1 -63.24377 49.92431 -1.267 0.20626
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 145.5 on 285 degrees of freedom
## Multiple R-squared: 0.2339, Adjusted R-squared: 0.2017
## F-statistic: 7.253 on 12 and 285 DF, p-value: 1.377e-11
##
## 48025
## "Bee County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -79.590 -19.314 -0.687 16.466 86.886
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 143.678116 5.885759 24.411 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.001013 0.004381 -0.231 0.817
## confirmed_7dav_incidence_prop -0.090343 0.054849 -1.647 0.101
## deaths_7dav_cumulative_prop -0.095381 0.214956 -0.444 0.658
## deaths_7dav_incidence_prop -2.736212 3.613913 -0.757 0.450
## EmergDec1 -57.357540 11.990748 -4.783 2.77e-06 ***
## GathRestrict1 -15.130594 33.584015 -0.451 0.653
## SchoolClose1 -19.864006 12.379723 -1.605 0.110
## BarRestrict1 -0.252002 30.199186 -0.008 0.993
## PublicMask1 42.971974 6.779456 6.339 9.04e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -1.264269 6.588748 -0.192 0.848
## weekend1 -6.064720 3.587750 -1.690 0.092 .
## holiday1 -9.805292 9.501901 -1.032 0.303
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 27.76 on 285 degrees of freedom
## Multiple R-squared: 0.4076, Adjusted R-squared: 0.3827
## F-statistic: 16.34 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48027
## "Bell County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -219.823 -42.539 -7.187 35.292 187.420
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 499.51520 13.94131 35.830 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.09633 0.07433 -1.296 0.1960
## confirmed_7dav_incidence_prop 1.37436 1.28577 1.069 0.2860
## deaths_7dav_cumulative_prop 4.50022 3.71709 1.211 0.2270
## deaths_7dav_incidence_prop 66.82866 51.90587 1.287 0.1990
## EmergDec1 -266.67461 28.40195 -9.389 < 2e-16 ***
## GathRestrict1 -184.62267 79.73781 -2.315 0.0213 *
## SchoolClose1 -66.06428 29.65517 -2.228 0.0267 *
## BarRestrict1 164.04483 71.64883 2.290 0.0228 *
## PublicMask1 164.75591 16.22205 10.156 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -41.10427 16.00881 -2.568 0.0108 *
## weekend1 69.35303 8.50294 8.156 1.11e-14 ***
## holiday1 4.35471 22.49517 0.194 0.8466
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 65.76 on 285 degrees of freedom
## Multiple R-squared: 0.7296, Adjusted R-squared: 0.7182
## F-statistic: 64.09 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48029
## "Bexar County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -261.343 -49.066 -6.942 42.108 201.120
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 6.769e+02 1.622e+01 41.741 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.907e-03 2.484e-02 -0.077 0.9389
## confirmed_7dav_incidence_prop -3.388e-01 3.986e-01 -0.850 0.3960
## deaths_7dav_cumulative_prop 3.841e-01 1.216e+00 0.316 0.7524
## deaths_7dav_incidence_prop 6.784e+00 2.453e+01 0.277 0.7823
## EmergDec1 -3.233e+02 3.304e+01 -9.787 < 2e-16 ***
## GathRestrict1 -2.862e+02 9.493e+01 -3.015 0.0028 **
## SchoolClose1 -2.531e+01 4.027e+01 -0.629 0.5302
## BarRestrict1 2.011e+02 8.329e+01 2.415 0.0164 *
## PublicMask1 1.430e+02 1.886e+01 7.580 4.88e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -5.766e+01 1.848e+01 -3.120 0.0020 **
## weekend1 8.293e+01 9.887e+00 8.387 2.33e-15 ***
## holiday1 -1.154e+01 2.615e+01 -0.441 0.6592
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 76.49 on 285 degrees of freedom
## Multiple R-squared: 0.7246, Adjusted R-squared: 0.713
## F-statistic: 62.49 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48031
## "Blanco County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -128.010 -30.291 -3.021 25.138 243.514
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 12.661196 11.439136 1.107 0.26930
## confirmed_7dav_cumulative_prop -0.004214 0.030551 -0.138 0.89040
## confirmed_7dav_incidence_prop 0.207509 0.584838 0.355 0.72299
## deaths_7dav_cumulative_prop 4.814383 0.798285 6.031 5.05e-09 ***
## deaths_7dav_incidence_prop 18.939601 5.717453 3.313 0.00104 **
## EmergDec1 51.360578 23.304522 2.204 0.02833 *
## GathRestrict1 -55.711233 63.914581 -0.872 0.38413
## SchoolClose1 -2.062678 20.133025 -0.102 0.91847
## BarRestrict1 -12.706553 58.827575 -0.216 0.82914
## PublicMask1 0.752143 13.281916 0.057 0.95488
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 61.111974 13.619486 4.487 1.05e-05 ***
## weekend1 8.032925 6.974315 1.152 0.25037
## holiday1 5.657081 18.460513 0.306 0.75949
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 53.96 on 285 degrees of freedom
## Multiple R-squared: 0.7467, Adjusted R-squared: 0.736
## F-statistic: 70 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48033
## "Borden County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -70.211 -18.181 -4.161 12.045 121.093
##
## Coefficients: (3 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 102.128765 6.035061 16.923 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.047501 0.009976 4.762 3.05e-06 ***
## confirmed_7dav_incidence_prop -0.134811 0.143537 -0.939 0.3484
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 -57.650732 12.294712 -4.689 4.25e-06 ***
## GathRestrict1 9.278048 32.385879 0.286 0.7747
## SchoolClose1 -34.933109 4.665188 -7.488 8.65e-13 ***
## BarRestrict1 17.911986 30.956835 0.579 0.5633
## PublicMask1 18.059007 6.945451 2.600 0.0098 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -26.900569 6.735435 -3.994 8.26e-05 ***
## weekend1 6.029013 3.680590 1.638 0.1025
## holiday1 -16.341346 9.741888 -1.677 0.0945 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 28.47 on 287 degrees of freedom
## Multiple R-squared: 0.6217, Adjusted R-squared: 0.6085
## F-statistic: 47.17 on 10 and 287 DF, p-value: < 2.2e-16
##
## 48035
## "Bosque County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -129.80 -37.82 -4.36 33.93 231.61
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 195.21706 10.88124 17.941 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.02568 0.02686 -0.956 0.3399
## confirmed_7dav_incidence_prop -1.09918 0.53785 -2.044 0.0419 *
## deaths_7dav_cumulative_prop 0.99109 0.77209 1.284 0.2003
## deaths_7dav_incidence_prop -16.59214 6.98637 -2.375 0.0182 *
## EmergDec1 -90.12546 22.16724 -4.066 6.2e-05 ***
## GathRestrict1 -25.30887 61.05900 -0.414 0.6788
## SchoolClose1 -13.20518 19.49688 -0.677 0.4988
## BarRestrict1 74.40820 55.86572 1.332 0.1840
## PublicMask1 27.43609 12.59939 2.178 0.0303 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -8.49041 12.27074 -0.692 0.4895
## weekend1 8.63161 6.63402 1.301 0.1943
## holiday1 -24.12175 17.61906 -1.369 0.1721
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 51.32 on 285 degrees of freedom
## Multiple R-squared: 0.1474, Adjusted R-squared: 0.1115
## F-statistic: 4.105 on 12 and 285 DF, p-value: 6.365e-06
##
## 48037
## "Bowie County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -616.06 -127.12 -28.65 89.56 568.99
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1260.0814 42.6268 29.561 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.1592 0.1596 0.997 0.31953
## confirmed_7dav_incidence_prop 0.2490 2.1652 0.115 0.90854
## deaths_7dav_cumulative_prop -4.4269 3.9836 -1.111 0.26738
## deaths_7dav_incidence_prop 17.5652 39.8343 0.441 0.65958
## EmergDec1 -569.8801 86.8415 -6.562 2.49e-10 ***
## GathRestrict1 -620.5716 232.0805 -2.674 0.00793 **
## SchoolClose1 -66.9204 53.1595 -1.259 0.20911
## BarRestrict1 439.7761 219.0900 2.007 0.04566 *
## PublicMask1 522.1443 50.4171 10.356 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -108.3695 48.6306 -2.228 0.02663 *
## weekend1 264.0472 25.9859 10.161 < 2e-16 ***
## holiday1 -69.8518 68.7905 -1.015 0.31076
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 201.1 on 285 degrees of freedom
## Multiple R-squared: 0.678, Adjusted R-squared: 0.6644
## F-statistic: 50 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48039
## "Brazoria County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -237.19 -41.53 -10.10 34.64 213.59
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 569.56248 14.54975 39.146 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01086 0.05000 -0.217 0.82817
## confirmed_7dav_incidence_prop -0.87191 0.86437 -1.009 0.31396
## deaths_7dav_cumulative_prop 1.12032 3.04997 0.367 0.71365
## deaths_7dav_incidence_prop 40.23657 35.61925 1.130 0.25958
## EmergDec1 -288.01298 29.64170 -9.716 < 2e-16 ***
## GathRestrict1 -246.13569 83.91585 -2.933 0.00363 **
## SchoolClose1 2.30053 32.93631 0.070 0.94436
## BarRestrict1 150.72055 74.82038 2.014 0.04490 *
## PublicMask1 172.10017 17.07468 10.079 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -32.70183 16.76621 -1.950 0.05210 .
## weekend1 65.26806 8.87074 7.358 2.01e-12 ***
## holiday1 -18.42518 23.49685 -0.784 0.43360
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 68.63 on 285 degrees of freedom
## Multiple R-squared: 0.703, Adjusted R-squared: 0.6905
## F-statistic: 56.22 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48041
## "Brazos County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -460.26 -96.51 -7.84 81.00 600.62
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 713.19281 31.09391 22.937 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.02623 0.03995 -0.657 0.51196
## confirmed_7dav_incidence_prop -1.82231 1.14174 -1.596 0.11158
## deaths_7dav_cumulative_prop -1.04636 3.89024 -0.269 0.78815
## deaths_7dav_incidence_prop 111.98141 66.07702 1.695 0.09122 .
## EmergDec1 -406.76202 63.34247 -6.422 5.63e-10 ***
## GathRestrict1 -120.17277 171.16797 -0.702 0.48321
## SchoolClose1 -272.50833 42.69404 -6.383 7.03e-10 ***
## BarRestrict1 319.76364 160.73228 1.989 0.04761 *
## PublicMask1 263.42473 39.94727 6.594 2.07e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -111.79974 37.63088 -2.971 0.00322 **
## weekend1 200.45227 18.96214 10.571 < 2e-16 ***
## holiday1 -22.39890 50.45856 -0.444 0.65745
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 146.7 on 285 degrees of freedom
## Multiple R-squared: 0.6919, Adjusted R-squared: 0.679
## F-statistic: 53.34 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48043
## "Brewster County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -130.415 -31.177 -3.469 25.728 206.004
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.746e+02 1.125e+01 24.406 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.125e-02 4.069e-03 -2.765 0.00606 **
## confirmed_7dav_incidence_prop 6.838e-04 6.192e-02 0.011 0.99120
## deaths_7dav_cumulative_prop 3.579e-01 3.557e-01 1.006 0.31526
## deaths_7dav_incidence_prop -1.368e+01 5.569e+00 -2.457 0.01460 *
## EmergDec1 -1.173e+02 2.292e+01 -5.118 5.67e-07 ***
## GathRestrict1 -6.947e+01 6.097e+01 -1.139 0.25552
## SchoolClose1 -5.045e+01 1.237e+01 -4.079 5.89e-05 ***
## BarRestrict1 1.864e+01 5.774e+01 0.323 0.74706
## PublicMask1 8.387e+01 1.297e+01 6.467 4.33e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -1.576e+01 1.264e+01 -1.247 0.21340
## weekend1 4.753e+00 6.861e+00 0.693 0.48905
## holiday1 -5.344e+00 1.816e+01 -0.294 0.76879
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 53.07 on 285 degrees of freedom
## Multiple R-squared: 0.5547, Adjusted R-squared: 0.536
## F-statistic: 29.59 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48049
## "Brown County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -505.63 -65.55 -6.22 64.79 349.07
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 754.61415 24.87937 30.331 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.38198 0.07691 -4.966 1.18e-06 ***
## confirmed_7dav_incidence_prop 1.30811 0.93957 1.392 0.1649
## deaths_7dav_cumulative_prop 10.12964 2.25209 4.498 1.00e-05 ***
## deaths_7dav_incidence_prop 32.22070 17.59776 1.831 0.0682 .
## EmergDec1 -251.24342 50.68466 -4.957 1.23e-06 ***
## GathRestrict1 -221.87873 136.59933 -1.624 0.1054
## SchoolClose1 -176.74236 37.25852 -4.744 3.32e-06 ***
## BarRestrict1 180.42217 128.08179 1.409 0.1600
## PublicMask1 175.20191 43.27970 4.048 6.66e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 27.70949 30.36867 0.912 0.3623
## weekend1 34.89291 15.16845 2.300 0.0222 *
## holiday1 -38.02431 40.29235 -0.944 0.3461
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 117.3 on 285 degrees of freedom
## Multiple R-squared: 0.605, Adjusted R-squared: 0.5884
## F-statistic: 36.38 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48051
## "Burleson County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -102.297 -29.313 -4.578 26.860 132.068
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 122.864037 9.462756 12.984 <2e-16 ***
## confirmed_7dav_cumulative_prop -0.013223 0.009672 -1.367 0.1727
## confirmed_7dav_incidence_prop 0.150120 0.318705 0.471 0.6380
## deaths_7dav_cumulative_prop 0.229698 0.609331 0.377 0.7065
## deaths_7dav_incidence_prop 5.913498 4.103442 1.441 0.1507
## EmergDec1 -9.482547 19.277731 -0.492 0.6232
## GathRestrict1 -64.401366 51.979517 -1.239 0.2164
## SchoolClose1 -21.958581 13.501866 -1.626 0.1050
## BarRestrict1 69.173519 48.573240 1.424 0.1555
## PublicMask1 21.960717 10.950439 2.005 0.0459 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -1.631198 10.730149 -0.152 0.8793
## weekend1 7.731401 5.770688 1.340 0.1814
## holiday1 20.667141 15.273671 1.353 0.1771
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 44.63 on 285 degrees of freedom
## Multiple R-squared: 0.08651, Adjusted R-squared: 0.04804
## F-statistic: 2.249 on 12 and 285 DF, p-value: 0.009945
##
## 48053
## "Burnet County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -123.677 -29.207 -1.534 25.682 125.448
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 253.64683 8.84850 28.666 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.03892 0.01612 2.415 0.0164 *
## confirmed_7dav_incidence_prop 1.02135 0.24776 4.122 4.92e-05 ***
## deaths_7dav_cumulative_prop -6.93265 1.41441 -4.901 1.60e-06 ***
## deaths_7dav_incidence_prop 14.38807 10.71130 1.343 0.1803
## EmergDec1 -103.34528 18.02582 -5.733 2.51e-08 ***
## GathRestrict1 -125.47547 48.82884 -2.570 0.0107 *
## SchoolClose1 -19.55597 13.68198 -1.429 0.1540
## BarRestrict1 115.64953 45.47855 2.543 0.0115 *
## PublicMask1 92.17515 10.22946 9.011 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -15.41156 10.28477 -1.498 0.1351
## weekend1 40.77646 5.39510 7.558 5.62e-13 ***
## holiday1 5.06985 14.34258 0.353 0.7240
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 41.73 on 285 degrees of freedom
## Multiple R-squared: 0.6085, Adjusted R-squared: 0.592
## F-statistic: 36.91 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48055
## "Caldwell County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -102.922 -16.301 -0.056 16.082 62.008
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 193.902935 5.171529 37.494 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.021636 0.005893 -3.671 0.000288 ***
## confirmed_7dav_incidence_prop 0.162792 0.127240 1.279 0.201793
## deaths_7dav_cumulative_prop 0.742242 0.277111 2.679 0.007825 **
## deaths_7dav_incidence_prop 0.233206 2.493342 0.094 0.925547
## EmergDec1 -73.434358 10.535649 -6.970 2.20e-11 ***
## GathRestrict1 -49.244076 29.591524 -1.664 0.097186 .
## SchoolClose1 -19.096822 11.322963 -1.687 0.092783 .
## BarRestrict1 61.716625 26.603663 2.320 0.021055 *
## PublicMask1 20.543445 6.062648 3.389 0.000802 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -24.208900 6.092434 -3.974 8.98e-05 ***
## weekend1 7.061121 3.152747 2.240 0.025883 *
## holiday1 -5.712636 8.352590 -0.684 0.494571
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 24.39 on 285 degrees of freedom
## Multiple R-squared: 0.5349, Adjusted R-squared: 0.5154
## F-statistic: 27.32 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48059
## "Callahan County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -212.720 -53.458 -9.019 48.142 228.509
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 418.80077 17.02452 24.600 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.04671 0.06010 -0.777 0.437682
## confirmed_7dav_incidence_prop -1.83361 1.26168 -1.453 0.147237
## deaths_7dav_cumulative_prop 1.40485 1.71812 0.818 0.414231
## deaths_7dav_incidence_prop 3.35770 10.45077 0.321 0.748228
## EmergDec1 -117.35838 34.68175 -3.384 0.000815 ***
## GathRestrict1 -108.51476 91.87960 -1.181 0.238566
## SchoolClose1 -31.89629 16.44542 -1.940 0.053424 .
## BarRestrict1 149.08460 87.59448 1.702 0.089848 .
## PublicMask1 59.58344 21.81372 2.731 0.006699 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -34.86492 19.88154 -1.754 0.080568 .
## weekend1 7.91002 10.38372 0.762 0.446826
## holiday1 -30.58033 27.53714 -1.111 0.267714
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 80.3 on 285 degrees of freedom
## Multiple R-squared: 0.2613, Adjusted R-squared: 0.2302
## F-statistic: 8.401 on 12 and 285 DF, p-value: 1.324e-13
##
## 48061
## "Cameron County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -170.858 -38.198 -4.179 33.085 169.552
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 475.95141 12.10941 39.304 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.06142 0.01993 -3.082 0.002259 **
## confirmed_7dav_incidence_prop -0.08817 0.15842 -0.557 0.578280
## deaths_7dav_cumulative_prop 1.50307 0.49205 3.055 0.002466 **
## deaths_7dav_incidence_prop 6.52957 6.09532 1.071 0.284966
## EmergDec1 -182.83855 24.67008 -7.411 1.43e-12 ***
## GathRestrict1 -285.06669 73.50906 -3.878 0.000131 ***
## SchoolClose1 -18.11976 35.84547 -0.505 0.613601
## BarRestrict1 108.05058 62.16798 1.738 0.083283 .
## PublicMask1 151.89921 14.08167 10.787 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -33.57939 13.73932 -2.444 0.015130 *
## weekend1 68.47466 7.38213 9.276 < 2e-16 ***
## holiday1 -0.96360 19.52818 -0.049 0.960680
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 57.12 on 285 degrees of freedom
## Multiple R-squared: 0.7645, Adjusted R-squared: 0.7546
## F-statistic: 77.09 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48063
## "Camp County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -88.021 -18.987 -1.546 17.470 82.634
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 89.757155 5.625655 15.955 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.007822 0.014171 -0.552 0.581406
## confirmed_7dav_incidence_prop 0.203555 0.199034 1.023 0.307310
## deaths_7dav_cumulative_prop 0.004466 0.331599 0.013 0.989265
## deaths_7dav_incidence_prop -1.178040 2.893599 -0.407 0.684226
## EmergDec1 -39.954867 11.460734 -3.486 0.000567 ***
## GathRestrict1 -28.368631 31.002263 -0.915 0.360939
## SchoolClose1 -9.891877 8.308237 -1.191 0.234797
## BarRestrict1 47.627300 29.338952 1.623 0.105621
## PublicMask1 21.929443 7.520055 2.916 0.003826 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 4.039287 8.234533 0.491 0.624136
## weekend1 -17.040801 3.430906 -4.967 1.17e-06 ***
## holiday1 20.128528 9.115265 2.208 0.028025 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 26.53 on 285 degrees of freedom
## Multiple R-squared: 0.2034, Adjusted R-squared: 0.1699
## F-statistic: 6.066 on 12 and 285 DF, p-value: 1.83e-09
##
## 48067
## "Cass County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -273.61 -42.44 -3.49 46.35 201.28
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 249.25992 15.30847 16.282 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.06266 0.09742 0.643 0.521
## confirmed_7dav_incidence_prop 0.96578 0.82680 1.168 0.244
## deaths_7dav_cumulative_prop -1.60106 2.00636 -0.798 0.426
## deaths_7dav_incidence_prop 17.99152 9.26146 1.943 0.053 .
## EmergDec1 -48.77276 31.18476 -1.564 0.119
## GathRestrict1 -47.75329 83.43319 -0.572 0.568
## SchoolClose1 -4.04991 17.98455 -0.225 0.822
## BarRestrict1 70.47321 78.59356 0.897 0.371
## PublicMask1 92.64502 17.93860 5.165 4.53e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 11.55970 17.28107 0.669 0.504
## weekend1 -10.40623 9.33706 -1.115 0.266
## holiday1 -37.94517 24.83075 -1.528 0.128
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 72.2 on 285 degrees of freedom
## Multiple R-squared: 0.298, Adjusted R-squared: 0.2684
## F-statistic: 10.08 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48071
## "Chambers County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -137.286 -27.488 -1.792 23.308 181.446
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 314.08697 9.29624 33.786 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01194 0.01209 -0.988 0.32392
## confirmed_7dav_incidence_prop -0.43411 0.25367 -1.711 0.08811 .
## deaths_7dav_cumulative_prop 1.27460 1.48324 0.859 0.39087
## deaths_7dav_incidence_prop 12.44007 12.20043 1.020 0.30876
## EmergDec1 -141.77281 18.93878 -7.486 8.91e-13 ***
## GathRestrict1 -89.52779 51.84303 -1.727 0.08527 .
## SchoolClose1 -34.64848 15.84459 -2.187 0.02957 *
## BarRestrict1 93.46721 47.78228 1.956 0.05143 .
## PublicMask1 92.87377 10.79338 8.605 5.23e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -33.75627 10.80415 -3.124 0.00197 **
## weekend1 17.45719 5.66816 3.080 0.00227 **
## holiday1 -13.74538 15.00646 -0.916 0.36046
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 43.85 on 285 degrees of freedom
## Multiple R-squared: 0.6277, Adjusted R-squared: 0.612
## F-statistic: 40.03 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48073
## "Cherokee County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -175.775 -37.423 -5.666 29.091 157.169
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 278.30113 11.53029 24.137 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01625 0.01286 -1.263 0.2077
## confirmed_7dav_incidence_prop -0.37535 0.26458 -1.419 0.1571
## deaths_7dav_cumulative_prop 0.01729 0.29457 0.059 0.9532
## deaths_7dav_incidence_prop 9.73103 9.90318 0.983 0.3266
## EmergDec1 -102.68167 23.48990 -4.371 1.73e-05 ***
## GathRestrict1 -116.51981 66.20493 -1.760 0.0795 .
## SchoolClose1 -29.05851 25.25532 -1.151 0.2509
## BarRestrict1 95.34434 59.20251 1.610 0.1084
## PublicMask1 118.12325 13.41889 8.803 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -29.42278 13.21572 -2.226 0.0268 *
## weekend1 11.35239 7.02996 1.615 0.1074
## holiday1 -19.36154 18.61304 -1.040 0.2991
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 54.38 on 285 degrees of freedom
## Multiple R-squared: 0.4944, Adjusted R-squared: 0.4731
## F-statistic: 23.22 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48075
## "Childress County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -279.217 -51.943 -1.322 48.818 231.609
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 4.286e+02 1.742e+01 24.606 < 2e-16 ***
## confirmed_7dav_cumulative_prop -5.359e-03 2.310e-03 -2.319 0.021087 *
## confirmed_7dav_incidence_prop 1.645e-03 2.809e-02 0.059 0.953352
## deaths_7dav_cumulative_prop 2.248e+00 1.799e+00 1.249 0.212536
## deaths_7dav_incidence_prop -3.513e+00 1.784e+01 -0.197 0.844036
## EmergDec1 -5.968e+01 3.549e+01 -1.682 0.093703 .
## GathRestrict1 -1.329e+02 9.350e+01 -1.422 0.156250
## SchoolClose1 7.002e+01 1.345e+01 5.204 3.73e-07 ***
## BarRestrict1 -2.748e+01 8.943e+01 -0.307 0.758807
## PublicMask1 1.205e+02 2.005e+01 6.010 5.67e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -7.460e+01 1.944e+01 -3.837 0.000153 ***
## weekend1 -1.133e+02 1.063e+01 -10.649 < 2e-16 ***
## holiday1 -5.581e+01 2.842e+01 -1.964 0.050529 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 82.16 on 285 degrees of freedom
## Multiple R-squared: 0.5163, Adjusted R-squared: 0.4959
## F-statistic: 25.35 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48077
## "Clay County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -231.71 -62.73 -4.16 60.65 316.29
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 393.01575 20.78125 18.912 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.09002 0.03983 2.260 0.02456 *
## confirmed_7dav_incidence_prop -1.14131 0.55369 -2.061 0.04018 *
## deaths_7dav_cumulative_prop -4.21368 2.17320 -1.939 0.05350 .
## deaths_7dav_incidence_prop 5.34084 10.62528 0.503 0.61560
## EmergDec1 -76.91965 42.33568 -1.817 0.07028 .
## GathRestrict1 -155.23343 112.08581 -1.385 0.16715
## SchoolClose1 3.22798 18.96798 0.170 0.86499
## BarRestrict1 192.96044 106.64795 1.809 0.07145 .
## PublicMask1 79.03674 23.94350 3.301 0.00109 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -7.59107 23.22371 -0.327 0.74401
## weekend1 21.86878 12.67393 1.725 0.08552 .
## holiday1 -42.36968 33.69625 -1.257 0.20964
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 98.02 on 285 degrees of freedom
## Multiple R-squared: 0.1858, Adjusted R-squared: 0.1515
## F-statistic: 5.418 on 12 and 285 DF, p-value: 2.7e-08
##
## 48083
## "Coleman County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -225.165 -52.833 -9.832 44.739 218.665
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 391.41384 16.30431 24.007 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01199 0.02879 -0.417 0.677306
## confirmed_7dav_incidence_prop -0.27420 0.42347 -0.647 0.517834
## deaths_7dav_cumulative_prop -0.29427 0.71705 -0.410 0.681831
## deaths_7dav_incidence_prop 0.34737 4.98854 0.070 0.944535
## EmergDec1 -112.60614 33.21411 -3.390 0.000797 ***
## GathRestrict1 -87.32134 87.84317 -0.994 0.321037
## SchoolClose1 -37.75498 15.41036 -2.450 0.014888 *
## BarRestrict1 135.37164 83.64901 1.618 0.106698
## PublicMask1 69.81315 18.77793 3.718 0.000242 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -32.88852 18.20049 -1.807 0.071815 .
## weekend1 1.23714 9.94665 0.124 0.901104
## holiday1 -28.66946 26.37002 -1.087 0.277867
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 76.9 on 285 degrees of freedom
## Multiple R-squared: 0.2651, Adjusted R-squared: 0.2342
## F-statistic: 8.568 on 12 and 285 DF, p-value: 6.78e-14
##
## 48085
## "Collin County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -315.90 -60.20 -16.55 45.66 312.09
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 680.8310 20.7230 32.854 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.3304 0.1628 -2.029 0.04335 *
## confirmed_7dav_incidence_prop 0.5226 1.0671 0.490 0.62472
## deaths_7dav_cumulative_prop 33.1462 16.7950 1.974 0.04940 *
## deaths_7dav_incidence_prop 17.3519 145.4335 0.119 0.90511
## EmergDec1 -383.0319 42.2207 -9.072 < 2e-16 ***
## GathRestrict1 -224.9292 112.9887 -1.991 0.04747 *
## SchoolClose1 -64.1997 25.6988 -2.498 0.01305 *
## BarRestrict1 200.6999 106.6225 1.882 0.06081 .
## PublicMask1 164.3065 34.2648 4.795 2.62e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -66.7917 23.7262 -2.815 0.00522 **
## weekend1 119.1487 12.6355 9.430 < 2e-16 ***
## holiday1 -24.3600 33.4693 -0.728 0.46731
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 97.74 on 285 degrees of freedom
## Multiple R-squared: 0.6817, Adjusted R-squared: 0.6683
## F-statistic: 50.87 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48089
## "Colorado County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -75.699 -20.418 -4.503 13.900 136.713
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 55.144525 7.203169 7.656 3.00e-13 ***
## confirmed_7dav_cumulative_prop -0.005187 0.012627 -0.411 0.68154
## confirmed_7dav_incidence_prop -0.586722 0.206067 -2.847 0.00473 **
## deaths_7dav_cumulative_prop 0.316533 1.193137 0.265 0.79097
## deaths_7dav_incidence_prop -13.464722 5.799281 -2.322 0.02095 *
## EmergDec1 -32.410455 14.674528 -2.209 0.02800 *
## GathRestrict1 93.030884 39.541505 2.353 0.01932 *
## SchoolClose1 -47.257292 10.258896 -4.606 6.18e-06 ***
## BarRestrict1 -40.126543 36.990592 -1.085 0.27894
## PublicMask1 9.902713 8.400900 1.179 0.23947
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -5.791137 8.223501 -0.704 0.48187
## weekend1 -35.366164 4.394562 -8.048 2.30e-14 ***
## holiday1 -33.141498 11.610570 -2.854 0.00463 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 33.98 on 285 degrees of freedom
## Multiple R-squared: 0.4078, Adjusted R-squared: 0.3828
## F-statistic: 16.35 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48091
## "Comal County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -220.806 -47.255 -8.142 42.319 217.814
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 686.89121 16.37121 41.957 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.13600 0.06821 -1.994 0.0471 *
## confirmed_7dav_incidence_prop -2.14044 1.09452 -1.956 0.0515 .
## deaths_7dav_cumulative_prop 1.92000 1.99477 0.963 0.3366
## deaths_7dav_incidence_prop 17.51148 17.86668 0.980 0.3279
## EmergDec1 -281.64167 33.35211 -8.444 1.58e-15 ***
## GathRestrict1 -379.52350 93.54744 -4.057 6.42e-05 ***
## SchoolClose1 -11.54199 34.39868 -0.336 0.7375
## BarRestrict1 215.06652 84.18205 2.555 0.0111 *
## PublicMask1 235.05630 19.19509 12.246 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -7.29653 19.27245 -0.379 0.7053
## weekend1 87.08689 9.98066 8.726 2.26e-16 ***
## holiday1 -3.11356 26.44057 -0.118 0.9063
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 77.22 on 285 degrees of freedom
## Multiple R-squared: 0.715, Adjusted R-squared: 0.703
## F-statistic: 59.57 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48093
## "Comanche County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -162.998 -43.480 0.292 39.960 183.615
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 221.56582 13.59726 16.295 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.02564 0.01633 1.570 0.117466
## confirmed_7dav_incidence_prop -0.84397 0.28876 -2.923 0.003748 **
## deaths_7dav_cumulative_prop -1.81642 1.41105 -1.287 0.199040
## deaths_7dav_incidence_prop 9.27086 6.62067 1.400 0.162514
## EmergDec1 -92.45001 27.70029 -3.338 0.000958 ***
## GathRestrict1 17.30934 73.64955 0.235 0.814360
## SchoolClose1 -12.02710 15.26389 -0.788 0.431384
## BarRestrict1 24.49587 69.77149 0.351 0.725782
## PublicMask1 78.39224 18.26589 4.292 2.43e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 28.93347 15.24042 1.898 0.058644 .
## weekend1 7.62053 8.29946 0.918 0.359293
## holiday1 -28.34451 21.99666 -1.289 0.198588
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 64.13 on 285 degrees of freedom
## Multiple R-squared: 0.1584, Adjusted R-squared: 0.123
## F-statistic: 4.47 on 12 and 285 DF, p-value: 1.402e-06
##
## 48097
## "Cooke County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -359.31 -86.85 -8.56 73.56 389.08
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 835.43437 26.89910 31.058 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.02566 0.08182 0.314 0.75405
## confirmed_7dav_incidence_prop -0.82580 0.77189 -1.070 0.28559
## deaths_7dav_cumulative_prop -3.60914 4.54496 -0.794 0.42780
## deaths_7dav_incidence_prop 15.80756 29.73982 0.532 0.59547
## EmergDec1 -288.20367 54.79939 -5.259 2.84e-07 ***
## GathRestrict1 -644.17998 145.88894 -4.416 1.43e-05 ***
## SchoolClose1 -8.48069 28.72463 -0.295 0.76802
## BarRestrict1 442.15265 138.01360 3.204 0.00151 **
## PublicMask1 340.10031 31.11646 10.930 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -74.92560 30.17899 -2.483 0.01361 *
## weekend1 189.65615 16.40176 11.563 < 2e-16 ***
## holiday1 30.90153 43.60343 0.709 0.47909
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 126.9 on 285 degrees of freedom
## Multiple R-squared: 0.6703, Adjusted R-squared: 0.6564
## F-statistic: 48.29 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48099
## "Coryell County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -73.645 -15.094 -2.295 13.525 85.033
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 115.673597 5.033082 22.983 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.002694 0.012926 -0.208 0.83505
## confirmed_7dav_incidence_prop 0.065763 0.077038 0.854 0.39402
## deaths_7dav_cumulative_prop 0.088716 2.157162 0.041 0.96722
## deaths_7dav_incidence_prop -30.353596 11.603156 -2.616 0.00937 **
## EmergDec1 -49.515019 10.253373 -4.829 2.24e-06 ***
## GathRestrict1 -4.792490 27.338114 -0.175 0.86096
## SchoolClose1 -26.656041 6.056030 -4.402 1.52e-05 ***
## BarRestrict1 6.212167 25.841814 0.240 0.81020
## PublicMask1 30.757118 6.027171 5.103 6.11e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -5.048761 5.750186 -0.878 0.38067
## weekend1 0.177171 3.070752 0.058 0.95403
## holiday1 -10.300777 8.143918 -1.265 0.20696
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 23.74 on 285 degrees of freedom
## Multiple R-squared: 0.4934, Adjusted R-squared: 0.4721
## F-statistic: 23.13 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48101
## "Cottle County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -271.161 -46.203 -1.357 48.045 233.226
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 4.285e+02 1.716e+01 24.972 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.363e-03 1.902e-02 -0.072 0.9429
## confirmed_7dav_incidence_prop 2.583e-01 2.682e-01 0.963 0.3363
## deaths_7dav_cumulative_prop -4.388e-01 3.334e-01 -1.316 0.1892
## deaths_7dav_incidence_prop 1.776e+00 1.563e+00 1.136 0.2567
## EmergDec1 -5.984e+01 3.496e+01 -1.712 0.0880 .
## GathRestrict1 -9.763e+01 9.295e+01 -1.050 0.2944
## SchoolClose1 3.726e+01 1.860e+01 2.003 0.0461 *
## BarRestrict1 -1.740e+01 8.824e+01 -0.197 0.8438
## PublicMask1 1.378e+02 2.446e+01 5.633 4.25e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -9.002e+01 2.062e+01 -4.366 1.77e-05 ***
## weekend1 -1.124e+02 1.046e+01 -10.739 < 2e-16 ***
## holiday1 -5.898e+01 2.769e+01 -2.130 0.0340 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 80.94 on 285 degrees of freedom
## Multiple R-squared: 0.5305, Adjusted R-squared: 0.5108
## F-statistic: 26.84 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48103
## "Crane County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -307.082 -54.735 3.138 59.894 298.959
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 450.62541 19.72086 22.850 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.01203 0.01654 0.727 0.467574
## confirmed_7dav_incidence_prop 0.05093 0.15882 0.321 0.748675
## deaths_7dav_cumulative_prop -0.72328 0.43033 -1.681 0.093907 .
## deaths_7dav_incidence_prop 16.65802 4.15114 4.013 7.67e-05 ***
## EmergDec1 -123.96441 40.17509 -3.086 0.002231 **
## GathRestrict1 -33.34475 106.22403 -0.314 0.753819
## SchoolClose1 -124.38842 16.90940 -7.356 2.02e-12 ***
## BarRestrict1 -17.33031 101.30726 -0.171 0.864293
## PublicMask1 84.14535 22.78909 3.692 0.000266 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -29.20593 22.42705 -1.302 0.193878
## weekend1 -45.90606 12.02588 -3.817 0.000166 ***
## holiday1 -44.85218 31.90762 -1.406 0.160906
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 93.01 on 285 degrees of freedom
## Multiple R-squared: 0.5487, Adjusted R-squared: 0.5297
## F-statistic: 28.88 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48109
## "Culberson County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -141.476 -30.548 1.092 32.710 195.328
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3.389e+02 1.054e+01 32.145 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.899e-04 2.570e-03 0.152 0.8795
## confirmed_7dav_incidence_prop -3.731e-03 6.920e-02 -0.054 0.9570
## deaths_7dav_cumulative_prop -6.564e-01 2.805e-01 -2.340 0.0200 *
## deaths_7dav_incidence_prop -2.322e+00 1.771e+00 -1.311 0.1909
## EmergDec1 -1.073e+02 2.148e+01 -4.996 1.02e-06 ***
## GathRestrict1 -1.492e+02 6.003e+01 -2.486 0.0135 *
## SchoolClose1 -4.483e+01 2.218e+01 -2.022 0.0441 *
## BarRestrict1 9.353e+01 5.409e+01 1.729 0.0848 .
## PublicMask1 2.533e+01 1.215e+01 2.085 0.0380 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -6.114e+01 1.184e+01 -5.163 4.57e-07 ***
## weekend1 7.224e+00 6.427e+00 1.124 0.2620
## holiday1 -1.197e+01 1.703e+01 -0.703 0.4827
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 49.72 on 285 degrees of freedom
## Multiple R-squared: 0.6407, Adjusted R-squared: 0.6256
## F-statistic: 42.35 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48111
## "Dallam County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -150.337 -23.420 -5.487 23.454 171.253
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 39.966086 9.024982 4.428 1.35e-05 ***
## confirmed_7dav_cumulative_prop -0.036845 0.006304 -5.844 1.39e-08 ***
## confirmed_7dav_incidence_prop 0.885490 0.154249 5.741 2.41e-08 ***
## deaths_7dav_cumulative_prop 1.754577 0.188664 9.300 < 2e-16 ***
## deaths_7dav_incidence_prop -1.418824 1.762527 -0.805 0.4215
## EmergDec1 1.935247 18.385447 0.105 0.9162
## GathRestrict1 -28.779349 49.231142 -0.585 0.5593
## SchoolClose1 -6.568150 11.382529 -0.577 0.5644
## BarRestrict1 24.158476 46.335138 0.521 0.6025
## PublicMask1 9.140644 10.576575 0.864 0.3882
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.752249 10.327675 0.266 0.7901
## weekend1 -13.260002 5.502008 -2.410 0.0166 *
## holiday1 15.905800 14.632151 1.087 0.2779
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 42.57 on 285 degrees of freedom
## Multiple R-squared: 0.6496, Adjusted R-squared: 0.6349
## F-statistic: 44.04 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48113
## "Dallas County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -163.977 -31.818 -6.099 24.172 206.535
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 490.27622 10.58441 46.321 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.13578 0.04225 -3.213 0.001463 **
## confirmed_7dav_incidence_prop 0.27541 0.41312 0.667 0.505536
## deaths_7dav_cumulative_prop 10.53169 3.41333 3.085 0.002232 **
## deaths_7dav_incidence_prop 35.06303 44.24705 0.792 0.428765
## EmergDec1 -287.06335 21.56250 -13.313 < 2e-16 ***
## GathRestrict1 -98.86229 57.89114 -1.708 0.088776 .
## SchoolClose1 -52.35161 14.60134 -3.585 0.000396 ***
## BarRestrict1 81.27328 54.92393 1.480 0.140046
## PublicMask1 73.30996 17.09223 4.289 2.46e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -29.16641 12.31081 -2.369 0.018495 *
## weekend1 49.53465 6.45415 7.675 2.65e-13 ***
## holiday1 -20.23126 17.12477 -1.181 0.238427
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 49.92 on 285 degrees of freedom
## Multiple R-squared: 0.7776, Adjusted R-squared: 0.7683
## F-statistic: 83.06 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48115
## "Dawson County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -61.389 -16.467 -3.388 11.419 203.293
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 91.336739 6.235035 14.649 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.012237 0.004992 2.451 0.014845 *
## confirmed_7dav_incidence_prop 0.034183 0.107083 0.319 0.749801
## deaths_7dav_cumulative_prop -0.602924 0.159742 -3.774 0.000196 ***
## deaths_7dav_incidence_prop -0.901224 1.541689 -0.585 0.559312
## EmergDec1 -50.286646 12.696551 -3.961 9.50e-05 ***
## GathRestrict1 -28.487047 33.699011 -0.845 0.398649
## SchoolClose1 -31.567455 6.282607 -5.025 9.04e-07 ***
## BarRestrict1 18.870726 31.994697 0.590 0.555798
## PublicMask1 23.851206 7.191400 3.317 0.001032 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.904553 6.998950 0.558 0.577377
## weekend1 15.664436 3.850802 4.068 6.19e-05 ***
## holiday1 3.339973 10.115746 0.330 0.741516
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 29.4 on 278 degrees of freedom
## Multiple R-squared: 0.4496, Adjusted R-squared: 0.4258
## F-statistic: 18.92 on 12 and 278 DF, p-value: < 2.2e-16
##
## 48119
## "Delta County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -92.919 -24.057 -0.442 18.739 165.189
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 102.527097 7.487493 13.693 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.011558 0.017952 -0.644 0.52023
## confirmed_7dav_incidence_prop 0.005071 0.609506 0.008 0.99337
## deaths_7dav_cumulative_prop 0.075579 0.455043 0.166 0.86820
## deaths_7dav_incidence_prop -6.320575 4.217922 -1.499 0.13511
## EmergDec1 -43.065149 15.253024 -2.823 0.00509 **
## GathRestrict1 4.189264 40.732574 0.103 0.91816
## SchoolClose1 -22.818695 8.667635 -2.633 0.00893 **
## BarRestrict1 42.661880 38.497300 1.108 0.26872
## PublicMask1 11.162531 8.632773 1.293 0.19704
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 8.461221 8.421078 1.005 0.31586
## weekend1 -8.360002 4.564899 -1.831 0.06809 .
## holiday1 -6.417278 12.260178 -0.523 0.60109
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 35.31 on 285 degrees of freedom
## Multiple R-squared: 0.1198, Adjusted R-squared: 0.08275
## F-statistic: 3.233 on 12 and 285 DF, p-value: 0.0002234
##
## 48121
## "Denton County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -323.01 -62.58 -14.68 45.53 275.89
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 665.8514 21.0347 31.655 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.2486 0.1214 -2.048 0.0415 *
## confirmed_7dav_incidence_prop 2.7323 2.0627 1.325 0.1864
## deaths_7dav_cumulative_prop 19.2971 9.6160 2.007 0.0457 *
## deaths_7dav_incidence_prop 13.6214 102.2503 0.133 0.8941
## EmergDec1 -350.9710 42.8513 -8.190 8.84e-15 ***
## GathRestrict1 -266.0366 115.7470 -2.298 0.0223 *
## SchoolClose1 -53.5326 30.3411 -1.764 0.0787 .
## BarRestrict1 196.8892 108.1831 1.820 0.0698 .
## PublicMask1 200.3866 26.4877 7.565 5.37e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -56.3281 24.4243 -2.306 0.0218 *
## weekend1 139.2613 12.8406 10.845 < 2e-16 ***
## holiday1 -17.4243 33.9550 -0.513 0.6082
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 99.21 on 285 degrees of freedom
## Multiple R-squared: 0.6852, Adjusted R-squared: 0.6719
## F-statistic: 51.69 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48123
## "DeWitt County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -159.445 -31.722 -2.897 26.360 150.008
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 183.438942 9.982140 18.377 <2e-16 ***
## confirmed_7dav_cumulative_prop -0.021234 0.012410 -1.711 0.0882 .
## confirmed_7dav_incidence_prop -0.004258 0.129878 -0.033 0.9739
## deaths_7dav_cumulative_prop 0.363066 0.260460 1.394 0.1644
## deaths_7dav_incidence_prop -1.058203 3.336896 -0.317 0.7514
## EmergDec1 -53.567327 20.335722 -2.634 0.0089 **
## GathRestrict1 -6.065293 57.771992 -0.105 0.9165
## SchoolClose1 -56.836721 22.944877 -2.477 0.0138 *
## BarRestrict1 73.325322 51.246202 1.431 0.1536
## PublicMask1 4.439509 11.527122 0.385 0.7004
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.925361 11.346102 0.170 0.8654
## weekend1 -14.630636 6.086533 -2.404 0.0169 *
## holiday1 -36.294644 16.136760 -2.249 0.0253 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 47.08 on 285 degrees of freedom
## Multiple R-squared: 0.1343, Adjusted R-squared: 0.09788
## F-statistic: 3.685 on 12 and 285 DF, p-value: 3.569e-05
##
## 48127
## "Dimmit County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -314.71 -48.85 -3.51 34.94 669.99
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 580.70867 18.88720 30.746 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.04090 0.01853 2.207 0.028094 *
## confirmed_7dav_incidence_prop -0.47280 0.36558 -1.293 0.196960
## deaths_7dav_cumulative_prop -1.79857 0.69402 -2.592 0.010047 *
## deaths_7dav_incidence_prop -15.14345 8.45659 -1.791 0.074398 .
## EmergDec1 -3.50486 38.47771 -0.091 0.927487
## GathRestrict1 -355.32635 103.94029 -3.419 0.000721 ***
## SchoolClose1 33.01498 28.28031 1.167 0.244017
## BarRestrict1 6.33251 96.90285 0.065 0.947942
## PublicMask1 38.37865 21.75479 1.764 0.078778 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -35.16901 21.16920 -1.661 0.097747 .
## weekend1 7.01661 11.51617 0.609 0.542822
## holiday1 -31.11944 30.48049 -1.021 0.308138
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 89.08 on 285 degrees of freedom
## Multiple R-squared: 0.5854, Adjusted R-squared: 0.568
## F-statistic: 33.54 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48131
## "Duval County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -120.031 -21.997 -3.384 19.140 143.664
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.474e+02 7.612e+00 32.508 < 2e-16 ***
## confirmed_7dav_cumulative_prop -1.751e-03 8.702e-03 -0.201 0.8407
## confirmed_7dav_incidence_prop -1.533e-01 1.071e-01 -1.431 0.1536
## deaths_7dav_cumulative_prop 4.034e-02 1.938e-01 0.208 0.8353
## deaths_7dav_incidence_prop -3.756e+00 2.083e+00 -1.803 0.0724 .
## EmergDec1 -7.820e+01 1.551e+01 -5.043 8.15e-07 ***
## GathRestrict1 -1.826e+02 4.168e+01 -4.381 1.66e-05 ***
## SchoolClose1 2.405e+01 1.072e+01 2.244 0.0256 *
## BarRestrict1 4.529e+01 3.913e+01 1.158 0.2480
## PublicMask1 6.654e+01 8.801e+00 7.561 5.52e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.115e+00 8.582e+00 0.130 0.8967
## weekend1 2.453e+01 4.641e+00 5.286 2.49e-07 ***
## holiday1 -1.416e+01 1.243e+01 -1.139 0.2555
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 35.9 on 285 degrees of freedom
## Multiple R-squared: 0.6618, Adjusted R-squared: 0.6476
## F-statistic: 46.48 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48133
## "Eastland County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -522.18 -102.57 -12.87 80.04 849.17
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 814.3566 36.8234 22.115 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.2652 0.1154 2.299 0.022250 *
## confirmed_7dav_incidence_prop -10.5796 3.0429 -3.477 0.000587 ***
## deaths_7dav_cumulative_prop -7.4292 3.7029 -2.006 0.045767 *
## deaths_7dav_incidence_prop 40.5990 26.4649 1.534 0.126121
## EmergDec1 -84.9897 75.0156 -1.133 0.258183
## GathRestrict1 -265.0491 199.8785 -1.326 0.185885
## SchoolClose1 -120.3903 40.9834 -2.938 0.003578 **
## BarRestrict1 266.7950 188.9476 1.412 0.159039
## PublicMask1 97.2711 42.4278 2.293 0.022598 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 8.3205 41.2343 0.202 0.840228
## weekend1 -32.3987 22.4593 -1.443 0.150246
## holiday1 -62.2388 59.6376 -1.044 0.297547
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 173.7 on 285 degrees of freedom
## Multiple R-squared: 0.1978, Adjusted R-squared: 0.1641
## F-statistic: 5.858 on 12 and 285 DF, p-value: 4.338e-09
##
## 48135
## "Ector County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -296.027 -49.839 -9.373 45.792 272.857
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 708.38455 16.86296 42.008 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.16634 0.06329 -2.628 0.00905 **
## confirmed_7dav_incidence_prop 0.92271 0.63733 1.448 0.14878
## deaths_7dav_cumulative_prop 4.94723 1.92451 2.571 0.01066 *
## deaths_7dav_incidence_prop 28.66753 22.51671 1.273 0.20400
## EmergDec1 -286.55787 34.35403 -8.341 3.19e-15 ***
## GathRestrict1 -275.37896 93.86483 -2.934 0.00362 **
## SchoolClose1 -44.29008 29.23638 -1.515 0.13091
## BarRestrict1 137.31520 86.59076 1.586 0.11389
## PublicMask1 234.20951 19.53189 11.991 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -42.81565 19.32285 -2.216 0.02750 *
## weekend1 68.41267 10.28724 6.650 1.49e-10 ***
## holiday1 -59.80162 27.23311 -2.196 0.02890 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 79.54 on 285 degrees of freedom
## Multiple R-squared: 0.7219, Adjusted R-squared: 0.7102
## F-statistic: 61.65 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48139
## "Ellis County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -454.04 -63.57 -18.51 59.21 307.40
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 780.23175 23.25750 33.548 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.02735 0.06381 -0.429 0.6685
## confirmed_7dav_incidence_prop -1.49740 0.67559 -2.216 0.0275 *
## deaths_7dav_cumulative_prop 3.36974 3.36387 1.002 0.3173
## deaths_7dav_incidence_prop -12.32556 36.62031 -0.337 0.7367
## EmergDec1 -343.97403 47.38052 -7.260 3.70e-12 ***
## GathRestrict1 -208.90194 132.09550 -1.581 0.1149
## SchoolClose1 -88.74580 44.83047 -1.980 0.0487 *
## BarRestrict1 193.87280 119.50984 1.622 0.1059
## PublicMask1 235.77654 28.43104 8.293 4.43e-15 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -69.12312 26.83259 -2.576 0.0105 *
## weekend1 73.04808 14.18255 5.151 4.85e-07 ***
## holiday1 -66.19375 37.67694 -1.757 0.0800 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 109.7 on 285 degrees of freedom
## Multiple R-squared: 0.6883, Adjusted R-squared: 0.6752
## F-statistic: 52.45 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48141
## "El Paso County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -97.987 -21.840 -4.432 17.985 103.317
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3.084e+02 7.374e+00 41.821 < 2e-16 ***
## confirmed_7dav_cumulative_prop -7.357e-03 7.264e-03 -1.013 0.31202
## confirmed_7dav_incidence_prop -2.659e-01 8.988e-02 -2.958 0.00335 **
## deaths_7dav_cumulative_prop 4.265e-01 4.590e-01 0.929 0.35365
## deaths_7dav_incidence_prop 3.751e+00 1.027e+01 0.365 0.71524
## EmergDec1 -1.326e+02 1.502e+01 -8.829 < 2e-16 ***
## GathRestrict1 -1.632e+02 4.016e+01 -4.063 6.27e-05 ***
## SchoolClose1 -7.110e+00 8.995e+00 -0.790 0.42993
## BarRestrict1 9.595e+01 3.787e+01 2.533 0.01183 *
## PublicMask1 6.722e+01 9.035e+00 7.440 1.19e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -2.694e+01 8.359e+00 -3.223 0.00142 **
## weekend1 3.992e+01 4.497e+00 8.876 < 2e-16 ***
## holiday1 9.293e+00 1.191e+01 0.780 0.43585
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 34.78 on 285 degrees of freedom
## Multiple R-squared: 0.7445, Adjusted R-squared: 0.7337
## F-statistic: 69.19 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48143
## "Erath County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -506.01 -59.36 -2.11 49.00 306.16
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 581.28306 19.69676 29.512 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.02566 0.06235 0.412 0.680981
## confirmed_7dav_incidence_prop -2.27581 0.80639 -2.822 0.005105 **
## deaths_7dav_cumulative_prop 0.22911 3.35191 0.068 0.945554
## deaths_7dav_incidence_prop -9.07068 21.48450 -0.422 0.673200
## EmergDec1 -273.75384 40.12543 -6.822 5.37e-11 ***
## GathRestrict1 -58.97371 110.68289 -0.533 0.594576
## SchoolClose1 -132.82993 33.90250 -3.918 0.000112 ***
## BarRestrict1 146.74878 101.19029 1.450 0.148095
## PublicMask1 169.59841 22.80328 7.437 1.21e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 7.10881 22.87187 0.311 0.756172
## weekend1 23.20890 12.01537 1.932 0.054400 .
## holiday1 -38.58410 32.03456 -1.204 0.229414
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 92.9 on 285 degrees of freedom
## Multiple R-squared: 0.638, Adjusted R-squared: 0.6228
## F-statistic: 41.86 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48145
## "Falls County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -576.25 -163.04 -17.08 143.40 818.24
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1179.92965 47.71331 24.730 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.01982 0.02227 0.890 0.3743
## confirmed_7dav_incidence_prop 0.58205 0.43262 1.345 0.1796
## deaths_7dav_cumulative_prop -3.57491 1.40633 -2.542 0.0116 *
## deaths_7dav_incidence_prop -0.59548 20.89353 -0.029 0.9773
## EmergDec1 -703.88724 97.20356 -7.241 4.15e-12 ***
## GathRestrict1 -474.16546 257.09490 -1.844 0.0662 .
## SchoolClose1 -258.28954 44.46848 -5.808 1.68e-08 ***
## BarRestrict1 513.78462 244.76458 2.099 0.0367 *
## PublicMask1 366.00180 54.92966 6.663 1.38e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -85.73304 53.29093 -1.609 0.1088
## weekend1 396.59667 29.08612 13.635 < 2e-16 ***
## holiday1 11.44991 77.09111 0.149 0.8820
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 225 on 285 degrees of freedom
## Multiple R-squared: 0.6825, Adjusted R-squared: 0.6692
## F-statistic: 51.06 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48147
## "Fannin County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -61.577 -24.139 -4.846 18.533 84.208
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 101.907806 6.569778 15.512 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.007474 0.007624 -0.980 0.3278
## confirmed_7dav_incidence_prop 0.039042 0.156586 0.249 0.8033
## deaths_7dav_cumulative_prop 0.357438 0.256854 1.392 0.1651
## deaths_7dav_incidence_prop -10.363223 4.075054 -2.543 0.0115 *
## EmergDec1 -22.225982 13.384232 -1.661 0.0979 .
## GathRestrict1 18.250685 35.836864 0.509 0.6110
## SchoolClose1 -43.158534 8.323392 -5.185 4.10e-07 ***
## BarRestrict1 -15.089833 33.712495 -0.448 0.6548
## PublicMask1 -0.294372 7.613098 -0.039 0.9692
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 47.164112 7.479686 6.306 1.09e-09 ***
## weekend1 -7.189616 4.006243 -1.795 0.0738 .
## holiday1 -21.086430 10.636240 -1.983 0.0484 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 30.99 on 285 degrees of freedom
## Multiple R-squared: 0.3124, Adjusted R-squared: 0.2835
## F-statistic: 10.79 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48149
## "Fayette County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -97.01 -26.18 -2.38 23.05 106.69
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 135.818395 8.039767 16.893 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.002826 0.026263 -0.108 0.914397
## confirmed_7dav_incidence_prop -0.144203 0.343388 -0.420 0.674845
## deaths_7dav_cumulative_prop -0.258469 0.577700 -0.447 0.654918
## deaths_7dav_incidence_prop 5.397801 3.218724 1.677 0.094639 .
## EmergDec1 -31.705649 16.379124 -1.936 0.053889 .
## GathRestrict1 -10.194451 44.325196 -0.230 0.818263
## SchoolClose1 -3.462233 12.226733 -0.283 0.777253
## BarRestrict1 8.803896 41.284546 0.213 0.831285
## PublicMask1 10.353562 9.472883 1.093 0.275331
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 25.324033 9.169184 2.762 0.006121 **
## weekend1 -17.844670 4.901829 -3.640 0.000323 ***
## holiday1 0.932821 12.974091 0.072 0.942733
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 37.92 on 285 degrees of freedom
## Multiple R-squared: 0.2187, Adjusted R-squared: 0.1858
## F-statistic: 6.648 on 12 and 285 DF, p-value: 1.65e-10
##
## 48151
## "Fisher County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -82.188 -21.973 -3.746 18.935 150.990
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 106.063967 7.075875 14.990 <2e-16 ***
## confirmed_7dav_cumulative_prop -0.006743 0.005667 -1.190 0.2351
## confirmed_7dav_incidence_prop -0.090664 0.151276 -0.599 0.5494
## deaths_7dav_cumulative_prop 0.147565 0.186199 0.793 0.4287
## deaths_7dav_incidence_prop 1.900698 1.459624 1.302 0.1939
## EmergDec1 -1.677657 14.415207 -0.116 0.9074
## GathRestrict1 -80.353784 38.189023 -2.104 0.0362 *
## SchoolClose1 -8.217855 7.156092 -1.148 0.2518
## BarRestrict1 49.772876 36.370164 1.369 0.1722
## PublicMask1 9.976919 8.263576 1.207 0.2283
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -5.081837 8.420326 -0.604 0.5466
## weekend1 8.702830 4.313839 2.017 0.0446 *
## holiday1 7.316960 11.420531 0.641 0.5222
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 33.37 on 285 degrees of freedom
## Multiple R-squared: 0.1331, Adjusted R-squared: 0.09662
## F-statistic: 3.647 on 12 and 285 DF, p-value: 4.174e-05
##
## 48155
## "Foard County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -288.298 -46.278 2.141 43.412 241.047
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 387.01862 16.20107 23.888 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.03904 0.01200 3.254 0.00128 **
## confirmed_7dav_incidence_prop -0.08393 0.27620 -0.304 0.76143
## deaths_7dav_cumulative_prop -0.16131 0.12850 -1.255 0.21037
## deaths_7dav_incidence_prop -1.48602 1.37481 -1.081 0.28066
## EmergDec1 -94.22335 33.00578 -2.855 0.00462 **
## GathRestrict1 -166.20207 87.33928 -1.903 0.05805 .
## SchoolClose1 19.45058 14.89605 1.306 0.19269
## BarRestrict1 151.25538 83.11508 1.820 0.06983 .
## PublicMask1 26.51572 18.64584 1.422 0.15610
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -33.95181 18.08357 -1.877 0.06147 .
## weekend1 11.61284 9.87812 1.176 0.24073
## holiday1 -10.76580 26.19967 -0.411 0.68144
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 76.42 on 285 degrees of freedom
## Multiple R-squared: 0.1998, Adjusted R-squared: 0.1661
## F-statistic: 5.932 on 12 and 285 DF, p-value: 3.194e-09
##
## 48157
## "Fort Bend County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -235.04 -46.29 -12.10 34.90 242.82
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 535.0299 16.3600 32.703 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.1307 0.0540 -2.421 0.01611 *
## confirmed_7dav_incidence_prop 0.6465 0.4586 1.410 0.15973
## deaths_7dav_cumulative_prop 9.0306 3.4728 2.600 0.00980 **
## deaths_7dav_incidence_prop -14.7497 44.5911 -0.331 0.74106
## EmergDec1 -308.2485 33.3289 -9.249 < 2e-16 ***
## GathRestrict1 -237.4718 93.4546 -2.541 0.01158 *
## SchoolClose1 -5.1548 35.0075 -0.147 0.88304
## BarRestrict1 166.2669 83.9952 1.979 0.04872 *
## PublicMask1 129.8385 19.9763 6.500 3.59e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -48.7282 18.7112 -2.604 0.00969 **
## weekend1 100.6280 9.9787 10.084 < 2e-16 ***
## holiday1 -9.8482 26.3951 -0.373 0.70935
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 77.16 on 285 degrees of freedom
## Multiple R-squared: 0.692, Adjusted R-squared: 0.679
## F-statistic: 53.36 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48159
## "Franklin County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -179.686 -38.469 -4.863 38.680 208.778
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 188.70428 12.71014 14.847 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.07753 0.02275 3.408 0.000749 ***
## confirmed_7dav_incidence_prop -0.92050 0.44310 -2.077 0.038659 *
## deaths_7dav_cumulative_prop -3.72378 0.49251 -7.561 5.52e-13 ***
## deaths_7dav_incidence_prop 4.92865 5.01551 0.983 0.326598
## EmergDec1 -73.60717 25.89272 -2.843 0.004796 **
## GathRestrict1 11.31060 68.72112 0.165 0.869386
## SchoolClose1 -101.07161 13.70306 -7.376 1.79e-12 ***
## BarRestrict1 120.52908 65.29213 1.846 0.065930 .
## PublicMask1 33.91895 14.85839 2.283 0.023178 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -47.18432 14.67175 -3.216 0.001450 **
## weekend1 -1.80860 7.74904 -0.233 0.815621
## holiday1 -7.85768 20.60910 -0.381 0.703285
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 59.95 on 285 degrees of freedom
## Multiple R-squared: 0.4613, Adjusted R-squared: 0.4387
## F-statistic: 20.34 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48161
## "Freestone County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -295.952 -46.861 -6.849 38.630 300.596
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 98.62391 17.91917 5.504 8.29e-08 ***
## confirmed_7dav_cumulative_prop 0.22724 0.01519 14.961 < 2e-16 ***
## confirmed_7dav_incidence_prop -1.56499 0.26038 -6.010 5.64e-09 ***
## deaths_7dav_cumulative_prop -2.40374 0.58021 -4.143 4.53e-05 ***
## deaths_7dav_incidence_prop -23.42986 13.61822 -1.720 0.0864 .
## EmergDec1 -19.66743 36.50558 -0.539 0.5905
## GathRestrict1 -195.88812 98.25528 -1.994 0.0471 *
## SchoolClose1 165.11372 24.90765 6.629 1.69e-10 ***
## BarRestrict1 24.87662 91.92605 0.271 0.7869
## PublicMask1 13.44994 20.65627 0.651 0.5155
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -14.77524 20.06981 -0.736 0.4622
## weekend1 9.66321 10.92841 0.884 0.3773
## holiday1 15.38130 28.90960 0.532 0.5951
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 84.52 on 285 degrees of freedom
## Multiple R-squared: 0.7053, Adjusted R-squared: 0.6929
## F-statistic: 56.83 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48163
## "Frio County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -79.595 -21.758 -0.622 17.662 83.901
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 113.818079 6.440370 17.673 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.009255 0.003923 2.359 0.018993 *
## confirmed_7dav_incidence_prop -0.038235 0.055407 -0.690 0.490715
## deaths_7dav_cumulative_prop -0.092382 0.533382 -0.173 0.862616
## deaths_7dav_incidence_prop 0.037662 4.754468 0.008 0.993685
## EmergDec1 -36.484014 13.120777 -2.781 0.005787 **
## GathRestrict1 -27.566773 36.523231 -0.755 0.451008
## SchoolClose1 19.467953 12.739682 1.528 0.127588
## BarRestrict1 6.393193 33.060699 0.193 0.846801
## PublicMask1 7.768896 7.525325 1.032 0.302776
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 17.136125 7.350957 2.331 0.020443 *
## weekend1 -13.174993 3.925903 -3.356 0.000898 ***
## holiday1 -9.941882 10.389049 -0.957 0.339400
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 30.38 on 285 degrees of freedom
## Multiple R-squared: 0.1527, Adjusted R-squared: 0.117
## F-statistic: 4.28 on 12 and 285 DF, p-value: 3.087e-06
##
## 48165
## "Gaines County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -45.457 -14.037 -1.617 13.367 67.183
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 69.356182 4.217128 16.446 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.008429 0.005250 -1.605 0.10950
## confirmed_7dav_incidence_prop -0.054009 0.130272 -0.415 0.67876
## deaths_7dav_cumulative_prop 0.415183 0.244644 1.697 0.09077 .
## deaths_7dav_incidence_prop 1.728178 2.639916 0.655 0.51323
## EmergDec1 -25.232569 8.591194 -2.937 0.00358 **
## GathRestrict1 -19.733173 22.854981 -0.863 0.38864
## SchoolClose1 3.657142 4.614543 0.793 0.42871
## BarRestrict1 8.596426 21.631502 0.397 0.69137
## PublicMask1 7.427338 4.856227 1.529 0.12726
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 4.048051 4.711562 0.859 0.39097
## weekend1 7.769023 2.572925 3.020 0.00276 **
## holiday1 -11.862412 6.804608 -1.743 0.08236 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 19.89 on 285 degrees of freedom
## Multiple R-squared: 0.1917, Adjusted R-squared: 0.1577
## F-statistic: 5.633 on 12 and 285 DF, p-value: 1.104e-08
##
## 48167
## "Galveston County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -327.78 -73.67 -12.58 71.96 321.57
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 556.83162 23.77962 23.416 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.22742 0.05595 -4.065 6.22e-05 ***
## confirmed_7dav_incidence_prop 1.68064 0.97314 1.727 0.085247 .
## deaths_7dav_cumulative_prop 14.65828 4.06222 3.608 0.000364 ***
## deaths_7dav_incidence_prop 154.45078 47.33913 3.263 0.001238 **
## EmergDec1 -214.50415 48.44503 -4.428 1.36e-05 ***
## GathRestrict1 -403.20938 139.47850 -2.891 0.004138 **
## SchoolClose1 -87.20040 58.96450 -1.479 0.140281
## BarRestrict1 291.19062 123.34514 2.361 0.018910 *
## PublicMask1 238.55519 34.25199 6.965 2.28e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -111.59635 28.45221 -3.922 0.000110 ***
## weekend1 206.87251 14.49782 14.269 < 2e-16 ***
## holiday1 16.68805 38.37104 0.435 0.663955
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 112.2 on 285 degrees of freedom
## Multiple R-squared: 0.6892, Adjusted R-squared: 0.6761
## F-statistic: 52.66 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48171
## "Gillespie County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -194.696 -41.307 -3.465 41.103 179.353
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 486.04194 13.97508 34.779 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.03555 0.01668 -2.131 0.03391 *
## confirmed_7dav_incidence_prop -0.64431 0.26862 -2.399 0.01710 *
## deaths_7dav_cumulative_prop -2.53353 0.78775 -3.216 0.00145 **
## deaths_7dav_incidence_prop -12.34020 11.64745 -1.059 0.29028
## EmergDec1 -217.90937 28.46993 -7.654 3.03e-13 ***
## GathRestrict1 -148.02837 76.81042 -1.927 0.05495 .
## SchoolClose1 -57.81199 20.80600 -2.779 0.00582 **
## BarRestrict1 134.93426 71.69642 1.882 0.06085 .
## PublicMask1 143.31760 16.09177 8.906 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -101.56572 15.62048 -6.502 3.54e-10 ***
## weekend1 22.48541 8.52441 2.638 0.00880 **
## holiday1 -27.54487 22.57363 -1.220 0.22339
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 65.91 on 285 degrees of freedom
## Multiple R-squared: 0.7112, Adjusted R-squared: 0.699
## F-statistic: 58.48 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48173
## "Glasscock County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -71.937 -16.909 -3.467 11.969 118.427
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 102.103914 5.746969 17.767 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.032065 0.005996 5.348 1.83e-07 ***
## confirmed_7dav_incidence_prop 0.266162 0.119857 2.221 0.0272 *
## deaths_7dav_cumulative_prop -0.149769 0.202165 -0.741 0.4594
## deaths_7dav_incidence_prop -0.208821 1.294507 -0.161 0.8720
## EmergDec1 -57.695079 11.707810 -4.928 1.41e-06 ***
## GathRestrict1 0.620527 30.899126 0.020 0.9840
## SchoolClose1 -25.567005 5.013065 -5.100 6.20e-07 ***
## BarRestrict1 12.792698 29.497548 0.434 0.6648
## PublicMask1 13.825770 6.648857 2.079 0.0385 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -22.357196 6.442333 -3.470 0.0006 ***
## weekend1 6.271203 3.505691 1.789 0.0747 .
## holiday1 -17.222922 9.284635 -1.855 0.0646 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 27.11 on 285 degrees of freedom
## Multiple R-squared: 0.6594, Adjusted R-squared: 0.645
## F-statistic: 45.97 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48177
## "Gonzales County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -157.227 -30.999 -2.243 26.149 132.714
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 181.68945 9.69643 18.738 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.03195 0.01467 2.178 0.03020 *
## confirmed_7dav_incidence_prop -0.12025 0.11308 -1.063 0.28851
## deaths_7dav_cumulative_prop -1.52556 0.63806 -2.391 0.01745 *
## deaths_7dav_incidence_prop 2.19758 6.33012 0.347 0.72873
## EmergDec1 -52.88880 19.75414 -2.677 0.00785 **
## GathRestrict1 -68.78087 55.54530 -1.238 0.21663
## SchoolClose1 4.79602 20.34865 0.236 0.81384
## BarRestrict1 63.74478 49.88416 1.278 0.20234
## PublicMask1 6.82670 11.51964 0.593 0.55391
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 14.83515 12.00396 1.236 0.21753
## weekend1 -14.62551 5.91113 -2.474 0.01393 *
## holiday1 -34.42387 15.66522 -2.197 0.02879 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 45.74 on 285 degrees of freedom
## Multiple R-squared: 0.1427, Adjusted R-squared: 0.1066
## F-statistic: 3.954 on 12 and 285 DF, p-value: 1.185e-05
##
## 48179
## "Gray County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -134.990 -26.506 -0.003 28.531 143.401
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 214.998921 9.157835 23.477 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.009336 0.009703 0.962 0.33676
## confirmed_7dav_incidence_prop -0.006216 0.060161 -0.103 0.91778
## deaths_7dav_cumulative_prop -0.439119 0.543550 -0.808 0.41984
## deaths_7dav_incidence_prop -8.204452 4.789671 -1.713 0.08781 .
## EmergDec1 -82.086422 18.654495 -4.400 1.53e-05 ***
## GathRestrict1 -46.364259 49.230418 -0.942 0.34710
## SchoolClose1 -5.474878 7.433008 -0.737 0.46199
## BarRestrict1 61.045153 47.089153 1.296 0.19590
## PublicMask1 24.671642 10.656280 2.315 0.02131 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -12.139294 10.488808 -1.157 0.24810
## weekend1 -8.019825 5.584609 -1.436 0.15208
## holiday1 -43.399014 15.003642 -2.893 0.00412 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 43.19 on 285 degrees of freedom
## Multiple R-squared: 0.2378, Adjusted R-squared: 0.2057
## F-statistic: 7.409 on 12 and 285 DF, p-value: 7.284e-12
##
## 48181
## "Grayson County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -473.77 -96.20 -24.05 85.93 396.30
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 974.02622 31.65025 30.775 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.06679 0.08903 0.750 0.453725
## confirmed_7dav_incidence_prop 1.23308 1.60870 0.767 0.444011
## deaths_7dav_cumulative_prop -3.19786 2.90986 -1.099 0.272707
## deaths_7dav_incidence_prop 17.57038 52.94304 0.332 0.740229
## EmergDec1 -394.41161 64.47711 -6.117 3.14e-09 ***
## GathRestrict1 -649.97465 171.65857 -3.786 0.000186 ***
## SchoolClose1 1.71485 33.86086 0.051 0.959645
## BarRestrict1 428.80832 162.78404 2.634 0.008894 **
## PublicMask1 330.23750 38.51765 8.574 6.48e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -71.27399 37.29168 -1.911 0.056974 .
## weekend1 220.49532 19.29765 11.426 < 2e-16 ***
## holiday1 17.27220 51.35393 0.336 0.736865
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 149.3 on 285 degrees of freedom
## Multiple R-squared: 0.6539, Adjusted R-squared: 0.6393
## F-statistic: 44.87 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48183
## "Gregg County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -531.73 -127.11 -36.68 103.72 586.42
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1109.3472 40.8910 27.129 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.1940 0.1946 -0.997 0.3198
## confirmed_7dav_incidence_prop 0.6116 2.0494 0.298 0.7656
## deaths_7dav_cumulative_prop 3.6456 4.1031 0.889 0.3750
## deaths_7dav_incidence_prop 71.1948 47.1176 1.511 0.1319
## EmergDec1 -491.8247 83.3042 -5.904 1.01e-08 ***
## GathRestrict1 -504.2445 243.1549 -2.074 0.0390 *
## SchoolClose1 -115.1107 109.6718 -1.050 0.2948
## BarRestrict1 387.5638 209.8888 1.847 0.0659 .
## PublicMask1 504.4546 48.7219 10.354 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -83.6972 46.4833 -1.801 0.0728 .
## weekend1 233.7611 24.9319 9.376 < 2e-16 ***
## holiday1 -60.4919 66.0039 -0.916 0.3602
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 192.9 on 285 degrees of freedom
## Multiple R-squared: 0.6433, Adjusted R-squared: 0.6282
## F-statistic: 42.83 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48185
## "Grimes County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -62.638 -23.964 0.213 20.533 104.834
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 200.883569 6.677214 30.085 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.018503 0.005478 -3.378 0.000832 ***
## confirmed_7dav_incidence_prop -0.111830 0.134769 -0.830 0.407353
## deaths_7dav_cumulative_prop 0.422439 0.150623 2.805 0.005384 **
## deaths_7dav_incidence_prop -0.014514 1.694807 -0.009 0.993173
## EmergDec1 -8.836077 13.602969 -0.650 0.516493
## GathRestrict1 -96.709599 37.576087 -2.574 0.010567 *
## SchoolClose1 11.689565 12.678702 0.922 0.357317
## BarRestrict1 51.530860 34.404376 1.498 0.135292
## PublicMask1 44.088478 8.071493 5.462 1.03e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -13.410134 8.241747 -1.627 0.104821
## weekend1 -46.026460 4.070784 -11.307 < 2e-16 ***
## holiday1 -27.544735 10.796036 -2.551 0.011252 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 31.49 on 285 degrees of freedom
## Multiple R-squared: 0.4478, Adjusted R-squared: 0.4245
## F-statistic: 19.26 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48187
## "Guadalupe County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -367.50 -58.61 -15.78 50.87 256.50
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 7.045e+02 1.979e+01 35.598 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.304e-03 1.660e-02 -0.139 0.88967
## confirmed_7dav_incidence_prop -1.216e-01 2.667e-01 -0.456 0.64873
## deaths_7dav_cumulative_prop -7.708e-01 1.117e+00 -0.690 0.49091
## deaths_7dav_incidence_prop 5.355e-01 1.679e+01 0.032 0.97458
## EmergDec1 -3.225e+02 4.032e+01 -7.998 3.19e-14 ***
## GathRestrict1 -3.335e+02 1.129e+02 -2.954 0.00340 **
## SchoolClose1 -5.184e+01 4.196e+01 -1.236 0.21765
## BarRestrict1 2.556e+02 1.015e+02 2.517 0.01239 *
## PublicMask1 2.155e+02 2.285e+01 9.429 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -6.198e+01 2.227e+01 -2.783 0.00574 **
## weekend1 1.188e+02 1.207e+01 9.843 < 2e-16 ***
## holiday1 2.116e+00 3.192e+01 0.066 0.94720
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 93.35 on 285 degrees of freedom
## Multiple R-squared: 0.6904, Adjusted R-squared: 0.6773
## F-statistic: 52.95 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48189
## "Hale County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -166.05 -42.37 -10.64 39.09 289.08
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 425.73502 14.70730 28.947 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01654 0.01121 -1.476 0.14101
## confirmed_7dav_incidence_prop 0.05732 0.17604 0.326 0.74496
## deaths_7dav_cumulative_prop 0.40054 0.41571 0.964 0.33611
## deaths_7dav_incidence_prop 1.76688 4.74914 0.372 0.71014
## EmergDec1 -186.21394 29.96190 -6.215 1.82e-09 ***
## GathRestrict1 -218.02724 79.78542 -2.733 0.00667 **
## SchoolClose1 -72.10487 16.88079 -4.271 2.65e-05 ***
## BarRestrict1 185.87107 75.51764 2.461 0.01444 *
## PublicMask1 120.91739 17.21311 7.025 1.58e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -28.01558 16.69622 -1.678 0.09445 .
## weekend1 66.79835 8.96792 7.449 1.13e-12 ***
## holiday1 36.50170 23.74457 1.537 0.12534
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 69.37 on 285 degrees of freedom
## Multiple R-squared: 0.6063, Adjusted R-squared: 0.5897
## F-statistic: 36.57 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48193
## "Hamilton County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -116.109 -27.918 -6.306 27.044 132.269
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 41.22488 8.79519 4.687 4.30e-06 ***
## confirmed_7dav_cumulative_prop -0.07036 0.01221 -5.761 2.17e-08 ***
## confirmed_7dav_incidence_prop -0.95834 0.26953 -3.556 0.000441 ***
## deaths_7dav_cumulative_prop 2.32858 0.50191 4.639 5.33e-06 ***
## deaths_7dav_incidence_prop -5.51826 2.79254 -1.976 0.049111 *
## EmergDec1 7.92868 17.91636 0.443 0.658435
## GathRestrict1 72.44936 47.46363 1.526 0.128015
## SchoolClose1 -70.03468 8.71934 -8.032 2.55e-14 ***
## BarRestrict1 -20.91164 45.24051 -0.462 0.644267
## PublicMask1 11.62347 10.15661 1.144 0.253408
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 28.36311 10.24646 2.768 0.006008 **
## weekend1 10.04557 5.36989 1.871 0.062409 .
## holiday1 11.21940 14.22329 0.789 0.430882
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 41.48 on 285 degrees of freedom
## Multiple R-squared: 0.2926, Adjusted R-squared: 0.2628
## F-statistic: 9.823 on 12 and 285 DF, p-value: 4.804e-16
##
## 48199
## "Hardin County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -189.40 -34.40 -5.05 32.34 153.76
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 337.31766 11.63507 28.991 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.04461 0.03110 -1.435 0.15250
## confirmed_7dav_incidence_prop -0.58723 0.37771 -1.555 0.12112
## deaths_7dav_cumulative_prop 1.13682 0.84814 1.340 0.18119
## deaths_7dav_incidence_prop 20.44342 12.70015 1.610 0.10857
## EmergDec1 -93.70458 23.70346 -3.953 9.73e-05 ***
## GathRestrict1 -202.02569 68.99393 -2.928 0.00368 **
## SchoolClose1 -0.69444 30.91284 -0.022 0.98209
## BarRestrict1 137.64808 59.80366 2.302 0.02208 *
## PublicMask1 107.48768 13.64868 7.875 7.18e-14 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -18.88708 13.33206 -1.417 0.15767
## weekend1 28.45680 7.09451 4.011 7.73e-05 ***
## holiday1 -5.24974 18.76724 -0.280 0.77989
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 54.88 on 285 degrees of freedom
## Multiple R-squared: 0.4398, Adjusted R-squared: 0.4162
## F-statistic: 18.65 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48201
## "Harris County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -172.16 -36.91 -8.60 27.31 152.70
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5.008e+02 1.227e+01 40.809 < 2e-16 ***
## confirmed_7dav_cumulative_prop -6.005e-03 1.587e-02 -0.378 0.70546
## confirmed_7dav_incidence_prop -5.914e-01 4.226e-01 -1.400 0.16274
## deaths_7dav_cumulative_prop 8.928e-01 1.080e+00 0.826 0.40927
## deaths_7dav_incidence_prop 9.125e+00 1.746e+01 0.523 0.60162
## EmergDec1 -2.882e+02 2.500e+01 -11.526 < 2e-16 ***
## GathRestrict1 -1.783e+02 7.042e+01 -2.533 0.01185 *
## SchoolClose1 -1.098e+01 2.717e+01 -0.404 0.68632
## BarRestrict1 1.284e+02 6.309e+01 2.035 0.04275 *
## PublicMask1 1.259e+02 1.454e+01 8.658 3.63e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -4.239e+01 1.406e+01 -3.014 0.00281 **
## weekend1 6.670e+01 7.482e+00 8.915 < 2e-16 ***
## holiday1 -1.456e+01 1.979e+01 -0.736 0.46243
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 57.88 on 285 degrees of freedom
## Multiple R-squared: 0.7499, Adjusted R-squared: 0.7394
## F-statistic: 71.21 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48203
## "Harrison County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -409.10 -88.25 -19.92 64.47 405.93
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 847.65742 26.62545 31.836 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.02281 0.09668 -0.236 0.8136
## confirmed_7dav_incidence_prop 0.61096 1.89024 0.323 0.7468
## deaths_7dav_cumulative_prop 1.52054 2.69024 0.565 0.5724
## deaths_7dav_incidence_prop 13.65489 20.10730 0.679 0.4976
## EmergDec1 -366.65972 54.24092 -6.760 7.80e-11 ***
## GathRestrict1 -329.24864 151.67349 -2.171 0.0308 *
## SchoolClose1 -82.89660 53.48988 -1.550 0.1223
## BarRestrict1 210.64303 140.04632 1.504 0.1337
## PublicMask1 271.26664 45.18306 6.004 5.86e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -78.43155 44.19355 -1.775 0.0770 .
## weekend1 119.65457 16.23670 7.369 1.86e-12 ***
## holiday1 -32.66974 43.10939 -0.758 0.4492
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 125.6 on 285 degrees of freedom
## Multiple R-squared: 0.6992, Adjusted R-squared: 0.6865
## F-statistic: 55.2 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48205
## "Hartley County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -141.259 -24.966 -5.369 24.980 165.072
##
## Coefficients: (3 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 40.326419 10.335589 3.902 0.000119 ***
## confirmed_7dav_cumulative_prop 0.029349 0.004804 6.109 3.26e-09 ***
## confirmed_7dav_incidence_prop -0.070342 0.149123 -0.472 0.637495
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 1.667005 21.055826 0.079 0.936952
## GathRestrict1 1.615983 56.125088 0.029 0.977050
## SchoolClose1 -30.379516 12.239001 -2.482 0.013630 *
## BarRestrict1 16.435799 53.024614 0.310 0.756812
## PublicMask1 2.122841 11.949698 0.178 0.859125
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 5.710327 11.582511 0.493 0.622380
## weekend1 -13.582320 6.302272 -2.155 0.031982 *
## holiday1 9.552061 16.679253 0.573 0.567302
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 48.75 on 287 degrees of freedom
## Multiple R-squared: 0.5372, Adjusted R-squared: 0.5211
## F-statistic: 33.32 on 10 and 287 DF, p-value: < 2.2e-16
##
## 48209
## "Hays County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -268.647 -48.005 -4.488 36.020 258.989
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5.243e+02 1.506e+01 34.813 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.388e-03 2.298e-02 0.060 0.951886
## confirmed_7dav_incidence_prop -8.730e-01 4.178e-01 -2.090 0.037539 *
## deaths_7dav_cumulative_prop -5.357e-01 1.774e+00 -0.302 0.762853
## deaths_7dav_incidence_prop -2.890e+01 4.466e+01 -0.647 0.518075
## EmergDec1 -3.025e+02 3.068e+01 -9.860 < 2e-16 ***
## GathRestrict1 -1.221e+02 8.459e+01 -1.443 0.150142
## SchoolClose1 -1.164e+02 2.746e+01 -4.238 3.05e-05 ***
## BarRestrict1 1.878e+02 7.762e+01 2.420 0.016156 *
## PublicMask1 1.380e+02 1.778e+01 7.763 1.49e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -6.596e+01 1.820e+01 -3.623 0.000344 ***
## weekend1 1.045e+02 9.186e+00 11.379 < 2e-16 ***
## holiday1 -1.372e+01 2.440e+01 -0.562 0.574443
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 71.03 on 285 degrees of freedom
## Multiple R-squared: 0.7693, Adjusted R-squared: 0.7596
## F-statistic: 79.2 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48213
## "Henderson County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -364.46 -70.52 -9.08 57.29 391.05
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 676.3150 22.0628 30.654 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.2114 0.1495 1.414 0.15844
## confirmed_7dav_incidence_prop -2.3322 1.4388 -1.621 0.10614
## deaths_7dav_cumulative_prop -5.6636 4.1119 -1.377 0.16947
## deaths_7dav_incidence_prop -22.4542 28.4294 -0.790 0.43029
## EmergDec1 -230.1718 44.9460 -5.121 5.6e-07 ***
## GathRestrict1 -401.6379 130.0603 -3.088 0.00221 **
## SchoolClose1 -4.5911 54.9685 -0.084 0.93350
## BarRestrict1 269.2956 113.3043 2.377 0.01813 *
## PublicMask1 277.8600 26.0175 10.680 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -29.3385 24.9465 -1.176 0.24055
## weekend1 88.5617 13.4513 6.584 2.2e-10 ***
## holiday1 13.0900 35.7813 0.366 0.71476
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 104.1 on 285 degrees of freedom
## Multiple R-squared: 0.64, Adjusted R-squared: 0.6248
## F-statistic: 42.22 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48215
## "Hidalgo County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -236.823 -38.343 -5.108 39.331 217.039
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 592.97084 13.68907 43.317 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.04006 0.02577 1.555 0.1212
## confirmed_7dav_incidence_prop -2.00031 0.37973 -5.268 2.73e-07 ***
## deaths_7dav_cumulative_prop -0.54356 0.48490 -1.121 0.2632
## deaths_7dav_incidence_prop -5.51262 6.24686 -0.882 0.3783
## EmergDec1 -227.32077 27.88812 -8.151 1.15e-14 ***
## GathRestrict1 -318.30649 77.15848 -4.125 4.86e-05 ***
## SchoolClose1 0.07334 25.97062 0.003 0.9977
## BarRestrict1 121.66018 70.31690 1.730 0.0847 .
## PublicMask1 161.15192 15.87123 10.154 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -28.85182 15.73458 -1.834 0.0677 .
## weekend1 74.22516 8.34689 8.893 < 2e-16 ***
## holiday1 -18.72187 22.08397 -0.848 0.3973
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 64.57 on 285 degrees of freedom
## Multiple R-squared: 0.7614, Adjusted R-squared: 0.7514
## F-statistic: 75.79 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48217
## "Hill County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -151.21 -41.13 -11.76 32.32 185.13
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 321.46422 12.97157 24.782 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.01154 0.01497 0.771 0.44132
## confirmed_7dav_incidence_prop -0.39417 0.27971 -1.409 0.15986
## deaths_7dav_cumulative_prop -0.32095 0.85795 -0.374 0.70862
## deaths_7dav_incidence_prop 11.29762 10.81454 1.045 0.29706
## EmergDec1 -74.01477 26.42344 -2.801 0.00544 **
## GathRestrict1 -192.56121 70.29674 -2.739 0.00655 **
## SchoolClose1 21.93383 14.72001 1.490 0.13731
## BarRestrict1 130.07918 66.58957 1.953 0.05174 .
## PublicMask1 84.13821 14.96220 5.623 4.47e-08 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -29.92241 14.56867 -2.054 0.04090 *
## weekend1 22.76314 7.92576 2.872 0.00438 **
## holiday1 22.87668 20.95215 1.092 0.27582
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 61.18 on 285 degrees of freedom
## Multiple R-squared: 0.3249, Adjusted R-squared: 0.2965
## F-statistic: 11.43 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48219
## "Hockley County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -132.611 -33.420 -3.431 26.812 169.948
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.488e+02 1.010e+01 24.633 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.878e-03 1.917e-02 0.307 0.759378
## confirmed_7dav_incidence_prop -4.372e-01 2.304e-01 -1.898 0.058744 .
## deaths_7dav_cumulative_prop -1.452e-01 3.929e-01 -0.370 0.712011
## deaths_7dav_incidence_prop 2.358e+00 4.746e+00 0.497 0.619623
## EmergDec1 -9.076e+01 2.058e+01 -4.411 1.46e-05 ***
## GathRestrict1 -1.258e+02 5.495e+01 -2.290 0.022777 *
## SchoolClose1 -2.110e+01 1.262e+01 -1.672 0.095604 .
## BarRestrict1 7.948e+01 5.183e+01 1.533 0.126304
## PublicMask1 1.002e+02 1.166e+01 8.599 5.43e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -1.002e+01 1.132e+01 -0.885 0.376916
## weekend1 2.290e+01 6.160e+00 3.718 0.000242 ***
## holiday1 -1.096e+01 1.634e+01 -0.671 0.502973
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 47.64 on 285 degrees of freedom
## Multiple R-squared: 0.5212, Adjusted R-squared: 0.501
## F-statistic: 25.85 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48221
## "Hood County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -365.09 -41.15 -6.34 43.14 174.99
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 464.29773 13.95687 33.267 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.06761 0.06868 -0.984 0.325757
## confirmed_7dav_incidence_prop 0.73392 0.70638 1.039 0.299685
## deaths_7dav_cumulative_prop 1.67430 1.88516 0.888 0.375209
## deaths_7dav_incidence_prop -13.71897 13.81985 -0.993 0.321698
## EmergDec1 -151.70436 28.43366 -5.335 1.95e-07 ***
## GathRestrict1 -152.42592 78.08056 -1.952 0.051898 .
## SchoolClose1 -41.06665 24.07150 -1.706 0.089092 .
## BarRestrict1 105.16351 71.66510 1.467 0.143362
## PublicMask1 185.80913 16.85278 11.025 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -8.55553 15.71559 -0.544 0.586594
## weekend1 31.67487 8.51091 3.722 0.000238 ***
## holiday1 -38.52936 22.55358 -1.708 0.088661 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 65.83 on 285 degrees of freedom
## Multiple R-squared: 0.6094, Adjusted R-squared: 0.593
## F-statistic: 37.05 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48223
## "Hopkins County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -290.75 -53.35 -11.35 44.69 290.11
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 507.86493 18.56586 27.355 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.06258 0.09586 0.653 0.514419
## confirmed_7dav_incidence_prop -1.12985 0.95490 -1.183 0.237707
## deaths_7dav_cumulative_prop -0.98868 1.15776 -0.854 0.393844
## deaths_7dav_incidence_prop 22.48885 8.75300 2.569 0.010700 *
## EmergDec1 -145.90048 37.82261 -3.857 0.000142 ***
## GathRestrict1 -297.10578 104.92325 -2.832 0.004961 **
## SchoolClose1 18.80602 34.72593 0.542 0.588548
## BarRestrict1 174.36993 95.35838 1.829 0.068508 .
## PublicMask1 166.65909 21.73400 7.668 2.77e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -8.24229 21.61488 -0.381 0.703246
## weekend1 -5.11337 11.31859 -0.452 0.651780
## holiday1 -12.44974 30.03712 -0.414 0.678835
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 87.57 on 285 degrees of freedom
## Multiple R-squared: 0.4338, Adjusted R-squared: 0.4099
## F-statistic: 18.19 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48225
## "Houston County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -76.624 -21.143 -4.035 19.173 106.107
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 96.60376 6.75522 14.301 <2e-16 ***
## confirmed_7dav_cumulative_prop 0.02012 0.01320 1.524 0.1287
## confirmed_7dav_incidence_prop 0.11749 0.14882 0.789 0.4305
## deaths_7dav_cumulative_prop -0.35790 0.32764 -1.092 0.2756
## deaths_7dav_incidence_prop -3.38058 4.11557 -0.821 0.4121
## EmergDec1 4.36036 13.76202 0.317 0.7516
## GathRestrict1 -6.64831 37.07788 -0.179 0.8578
## SchoolClose1 1.05829 9.43957 0.112 0.9108
## BarRestrict1 -30.84399 34.90464 -0.884 0.3776
## PublicMask1 -4.78901 8.52412 -0.562 0.5747
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 19.14167 8.87797 2.156 0.0319 *
## weekend1 -53.67410 4.11833 -13.033 <2e-16 ***
## holiday1 -21.71997 10.91259 -1.990 0.0475 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 31.86 on 285 degrees of freedom
## Multiple R-squared: 0.4026, Adjusted R-squared: 0.3774
## F-statistic: 16 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48227
## "Howard County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -67.788 -18.901 -2.044 12.741 121.973
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 101.836455 5.968990 17.061 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.011426 0.009682 -1.180 0.23896
## confirmed_7dav_incidence_prop 0.174144 0.074332 2.343 0.01983 *
## deaths_7dav_cumulative_prop 0.700147 0.547826 1.278 0.20227
## deaths_7dav_incidence_prop 9.785288 3.370969 2.903 0.00399 **
## EmergDec1 -57.522984 12.159417 -4.731 3.53e-06 ***
## GathRestrict1 -2.828783 32.160596 -0.088 0.92997
## SchoolClose1 -26.505018 5.506716 -4.813 2.41e-06 ***
## BarRestrict1 20.233232 30.624879 0.661 0.50935
## PublicMask1 17.488978 6.902642 2.534 0.01182 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -27.275047 6.695751 -4.073 6.01e-05 ***
## weekend1 6.604979 3.641761 1.814 0.07078 .
## holiday1 -13.074010 9.660656 -1.353 0.17702
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 28.15 on 285 degrees of freedom
## Multiple R-squared: 0.6326, Adjusted R-squared: 0.6171
## F-statistic: 40.89 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48229
## "Hudspeth County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -81.911 -23.074 -3.908 19.676 115.582
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.047e+02 7.313e+00 27.991 < 2e-16 ***
## confirmed_7dav_cumulative_prop -5.978e-03 3.503e-03 -1.707 0.08900 .
## confirmed_7dav_incidence_prop -7.677e-02 6.484e-02 -1.184 0.23737
## deaths_7dav_cumulative_prop 1.492e-01 2.621e-01 0.569 0.56958
## deaths_7dav_incidence_prop 1.731e+00 1.993e+00 0.869 0.38573
## EmergDec1 -9.057e+01 1.490e+01 -6.079 3.87e-09 ***
## GathRestrict1 -1.210e+02 4.067e+01 -2.975 0.00318 **
## SchoolClose1 1.713e+01 1.219e+01 1.405 0.16113
## BarRestrict1 7.239e+01 3.751e+01 1.930 0.05462 .
## PublicMask1 6.155e+01 8.419e+00 7.311 2.69e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -1.801e+01 8.176e+00 -2.203 0.02839 *
## weekend1 3.207e+01 4.461e+00 7.190 5.72e-12 ***
## holiday1 1.284e+01 1.179e+01 1.089 0.27722
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 34.49 on 285 degrees of freedom
## Multiple R-squared: 0.5402, Adjusted R-squared: 0.5208
## F-statistic: 27.9 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48231
## "Hunt County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -475.75 -102.80 -22.67 80.45 486.35
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 957.6797 32.7555 29.237 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.3237 0.1148 -2.820 0.00514 **
## confirmed_7dav_incidence_prop 1.8303 2.2145 0.827 0.40920
## deaths_7dav_cumulative_prop 11.3921 4.1484 2.746 0.00641 **
## deaths_7dav_incidence_prop -24.4847 36.9716 -0.662 0.50834
## EmergDec1 -420.3276 66.7310 -6.299 1.13e-09 ***
## GathRestrict1 -397.5871 181.3763 -2.192 0.02918 *
## SchoolClose1 -152.2410 52.0970 -2.922 0.00375 **
## BarRestrict1 370.0936 168.4181 2.197 0.02879 *
## PublicMask1 412.9041 38.3784 10.759 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -90.1121 38.3068 -2.352 0.01933 *
## weekend1 186.6114 19.9721 9.344 < 2e-16 ***
## holiday1 10.9148 52.8283 0.207 0.83646
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 154.5 on 285 degrees of freedom
## Multiple R-squared: 0.6652, Adjusted R-squared: 0.6511
## F-statistic: 47.18 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48233
## "Hutchinson County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -126.935 -34.583 -6.793 28.704 214.767
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 185.59787 11.94516 15.537 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.05364 0.02400 -2.235 0.02617 *
## confirmed_7dav_incidence_prop -0.19740 0.35638 -0.554 0.58009
## deaths_7dav_cumulative_prop 0.59583 0.52498 1.135 0.25735
## deaths_7dav_incidence_prop 6.61818 5.22219 1.267 0.20608
## EmergDec1 -5.40024 24.33395 -0.222 0.82453
## GathRestrict1 -161.55317 64.42966 -2.507 0.01272 *
## SchoolClose1 -30.95275 10.99938 -2.814 0.00523 **
## BarRestrict1 40.51623 61.36470 0.660 0.50962
## PublicMask1 123.62683 14.00123 8.830 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -12.71799 13.49661 -0.942 0.34683
## weekend1 31.31906 7.28311 4.300 2.35e-05 ***
## holiday1 2.81376 19.43803 0.145 0.88501
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 56.34 on 285 degrees of freedom
## Multiple R-squared: 0.4786, Adjusted R-squared: 0.4567
## F-statistic: 21.8 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48235
## "Irion County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -620.64 -91.70 -9.82 88.52 565.97
##
## Coefficients: (3 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1091.47206 30.65236 35.608 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.04020 0.03293 -1.221 0.223105
## confirmed_7dav_incidence_prop -1.95586 0.53188 -3.677 0.000281 ***
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 -429.23086 62.44685 -6.874 3.90e-11 ***
## GathRestrict1 -472.22506 165.88552 -2.847 0.004736 **
## SchoolClose1 -114.71422 32.09494 -3.574 0.000412 ***
## BarRestrict1 334.83599 157.22296 2.130 0.034048 *
## PublicMask1 373.70361 35.29040 10.589 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -75.47858 34.27568 -2.202 0.028453 *
## weekend1 97.57155 18.68885 5.221 3.42e-07 ***
## holiday1 -72.01893 49.39880 -1.458 0.145959
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 144.6 on 287 degrees of freedom
## Multiple R-squared: 0.6837, Adjusted R-squared: 0.6727
## F-statistic: 62.04 on 10 and 287 DF, p-value: < 2.2e-16
##
## 48237
## "Jack County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -150.15 -49.57 -7.29 37.13 386.81
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 301.02687 15.94714 18.877 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.06598 0.02039 -3.236 0.00135 **
## confirmed_7dav_incidence_prop 0.65236 0.39627 1.646 0.10081
## deaths_7dav_cumulative_prop 1.43136 0.85852 1.667 0.09657 .
## deaths_7dav_incidence_prop 9.70619 8.48811 1.144 0.25379
## EmergDec1 -75.04099 32.48499 -2.310 0.02160 *
## GathRestrict1 -118.52649 86.38923 -1.372 0.17114
## SchoolClose1 7.12533 17.62870 0.404 0.68638
## BarRestrict1 81.28354 81.82399 0.993 0.32136
## PublicMask1 76.94704 18.37163 4.188 3.75e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 25.55349 17.79907 1.436 0.15219
## weekend1 5.11010 9.74937 0.524 0.60058
## holiday1 -20.91130 25.77584 -0.811 0.41788
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 75.21 on 285 degrees of freedom
## Multiple R-squared: 0.2177, Adjusted R-squared: 0.1848
## F-statistic: 6.61 on 12 and 285 DF, p-value: 1.924e-10
##
## 48241
## "Jasper County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -44.154 -9.362 -0.888 9.623 48.244
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 48.192510 3.188653 15.114 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.008925 0.015890 0.562 0.574785
## confirmed_7dav_incidence_prop 0.107324 0.103376 1.038 0.300062
## deaths_7dav_cumulative_prop -0.095260 0.160306 -0.594 0.552824
## deaths_7dav_incidence_prop -0.016928 1.988547 -0.009 0.993214
## EmergDec1 -13.417719 6.496143 -2.065 0.039781 *
## GathRestrict1 -28.529631 19.105472 -1.493 0.136473
## SchoolClose1 3.338633 8.903332 0.375 0.707949
## BarRestrict1 17.297444 16.378678 1.056 0.291819
## PublicMask1 14.317230 3.740456 3.828 0.000159 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -13.211058 3.636913 -3.632 0.000333 ***
## weekend1 5.399182 1.943774 2.778 0.005838 **
## holiday1 -0.456009 5.141102 -0.089 0.929384
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 15.04 on 285 degrees of freedom
## Multiple R-squared: 0.3547, Adjusted R-squared: 0.3275
## F-statistic: 13.05 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48245
## "Jefferson County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -449.02 -63.43 -4.96 59.77 280.63
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 674.31705 23.19331 29.074 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.10288 0.04891 -2.103 0.03630 *
## confirmed_7dav_incidence_prop 0.01887 0.77163 0.024 0.98050
## deaths_7dav_cumulative_prop 6.69498 2.23371 2.997 0.00296 **
## deaths_7dav_incidence_prop 51.37843 47.02707 1.093 0.27552
## EmergDec1 -354.11666 47.25069 -7.494 8.44e-13 ***
## GathRestrict1 -244.58464 132.78369 -1.842 0.06652 .
## SchoolClose1 -60.31048 49.68183 -1.214 0.22578
## BarRestrict1 159.66222 119.23802 1.339 0.18163
## PublicMask1 198.27449 28.88805 6.864 4.19e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -69.89722 28.21906 -2.477 0.01383 *
## weekend1 100.40607 14.14003 7.101 9.91e-12 ***
## holiday1 -41.00796 37.43194 -1.096 0.27421
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 109.4 on 285 degrees of freedom
## Multiple R-squared: 0.6672, Adjusted R-squared: 0.6532
## F-statistic: 47.62 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48249
## "Jim Wells County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -119.727 -21.489 -3.073 19.789 143.316
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.470e+02 7.616e+00 32.431 < 2e-16 ***
## confirmed_7dav_cumulative_prop -7.795e-03 9.769e-03 -0.798 0.4256
## confirmed_7dav_incidence_prop -1.839e-01 1.338e-01 -1.374 0.1704
## deaths_7dav_cumulative_prop 2.354e-01 2.762e-01 0.852 0.3948
## deaths_7dav_incidence_prop -2.122e+00 3.889e+00 -0.546 0.5858
## EmergDec1 -7.808e+01 1.551e+01 -5.033 8.58e-07 ***
## GathRestrict1 -1.813e+02 4.253e+01 -4.263 2.74e-05 ***
## SchoolClose1 2.436e+01 1.345e+01 1.810 0.0713 .
## BarRestrict1 4.543e+01 3.914e+01 1.161 0.2468
## PublicMask1 6.709e+01 8.815e+00 7.610 4.02e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -4.675e-01 8.680e+00 -0.054 0.9571
## weekend1 2.450e+01 4.643e+00 5.276 2.61e-07 ***
## holiday1 -1.537e+01 1.236e+01 -1.244 0.2146
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 35.92 on 285 degrees of freedom
## Multiple R-squared: 0.6598, Adjusted R-squared: 0.6455
## F-statistic: 46.07 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48251
## "Johnson County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -379.36 -83.99 -21.40 71.21 352.27
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 944.6376 27.5573 34.279 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.1077 0.1023 1.052 0.293578
## confirmed_7dav_incidence_prop -3.7922 0.9471 -4.004 7.95e-05 ***
## deaths_7dav_cumulative_prop -7.8188 4.9177 -1.590 0.112960
## deaths_7dav_incidence_prop 28.5195 36.6165 0.779 0.436702
## EmergDec1 -430.8756 56.1410 -7.675 2.65e-13 ***
## GathRestrict1 -287.4190 150.9516 -1.904 0.057911 .
## SchoolClose1 -132.8887 37.1904 -3.573 0.000414 ***
## BarRestrict1 329.2105 141.4643 2.327 0.020657 *
## PublicMask1 316.9974 31.8648 9.948 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -64.2805 32.4642 -1.980 0.048661 *
## weekend1 119.6374 16.8029 7.120 8.80e-12 ***
## holiday1 -19.7704 44.5063 -0.444 0.657224
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 130 on 285 degrees of freedom
## Multiple R-squared: 0.6628, Adjusted R-squared: 0.6486
## F-statistic: 46.69 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48253
## "Jones County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -551.52 -158.22 -23.77 138.39 693.55
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1402.57938 46.57662 30.113 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.01533 0.01791 0.856 0.39288
## confirmed_7dav_incidence_prop 0.14006 0.14259 0.982 0.32680
## deaths_7dav_cumulative_prop -5.98024 2.84613 -2.101 0.03650 *
## deaths_7dav_incidence_prop 95.30173 40.83863 2.334 0.02031 *
## EmergDec1 -519.06506 94.88524 -5.470 9.83e-08 ***
## GathRestrict1 -825.32017 250.17382 -3.299 0.00109 **
## SchoolClose1 -112.84945 36.11164 -3.125 0.00196 **
## BarRestrict1 487.12326 239.93202 2.030 0.04326 *
## PublicMask1 458.57002 56.73163 8.083 1.81e-14 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -101.57600 57.28153 -1.773 0.07725 .
## weekend1 292.85536 28.40628 10.310 < 2e-16 ***
## holiday1 -45.31370 75.35505 -0.601 0.54809
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 219.7 on 285 degrees of freedom
## Multiple R-squared: 0.6797, Adjusted R-squared: 0.6663
## F-statistic: 50.41 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48257
## "Kaufman County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -354.76 -53.12 -14.79 45.52 253.95
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5.972e+02 1.952e+01 30.593 < 2e-16 ***
## confirmed_7dav_cumulative_prop 1.351e-03 5.052e-02 0.027 0.9787
## confirmed_7dav_incidence_prop -1.133e+00 5.387e-01 -2.102 0.0364 *
## deaths_7dav_cumulative_prop 1.739e+00 2.397e+00 0.725 0.4689
## deaths_7dav_incidence_prop 2.342e+00 2.559e+01 0.092 0.9271
## EmergDec1 -2.314e+02 3.977e+01 -5.820 1.59e-08 ***
## GathRestrict1 -2.676e+02 1.090e+02 -2.455 0.0147 *
## SchoolClose1 -2.758e+01 3.310e+01 -0.833 0.4055
## BarRestrict1 1.731e+02 1.002e+02 1.727 0.0853 .
## PublicMask1 2.055e+02 2.283e+01 9.000 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -2.944e+01 2.244e+01 -1.312 0.1904
## weekend1 8.421e+01 1.191e+01 7.073 1.18e-11 ***
## holiday1 -2.908e+01 3.173e+01 -0.916 0.3603
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 92.07 on 285 degrees of freedom
## Multiple R-squared: 0.6416, Adjusted R-squared: 0.6265
## F-statistic: 42.52 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48259
## "Kendall County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -230.987 -31.598 -3.984 31.766 171.480
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 429.37138 11.46684 37.445 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.05037 0.06007 -0.839 0.4024
## confirmed_7dav_incidence_prop -0.32604 0.52958 -0.616 0.5386
## deaths_7dav_cumulative_prop 1.74878 1.95322 0.895 0.3714
## deaths_7dav_incidence_prop 24.51201 14.51364 1.689 0.0923 .
## EmergDec1 -120.43795 23.36074 -5.156 4.74e-07 ***
## GathRestrict1 -108.75891 61.99481 -1.754 0.0804 .
## SchoolClose1 -15.78968 11.69526 -1.350 0.1781
## BarRestrict1 29.56611 58.90787 0.502 0.6161
## PublicMask1 115.51132 13.49683 8.558 7.21e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -13.81316 13.08753 -1.055 0.2921
## weekend1 -8.29378 6.99442 -1.186 0.2367
## holiday1 -53.74630 18.52232 -2.902 0.0040 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 54.09 on 285 degrees of freedom
## Multiple R-squared: 0.5681, Adjusted R-squared: 0.55
## F-statistic: 31.24 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48263
## "Kent County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -44.445 -14.746 -0.038 11.149 66.030
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 58.338748 3.984590 14.641 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.001021 0.003880 -0.263 0.792734
## confirmed_7dav_incidence_prop -0.070942 0.060913 -1.165 0.245132
## deaths_7dav_cumulative_prop -0.131616 0.073510 -1.790 0.074445 .
## deaths_7dav_incidence_prop 1.434399 0.444724 3.225 0.001405 **
## EmergDec1 -13.385861 8.117467 -1.649 0.100245
## GathRestrict1 -11.856055 21.626798 -0.548 0.583976
## SchoolClose1 -8.828567 4.543025 -1.943 0.052961 .
## BarRestrict1 10.290111 20.446561 0.503 0.615164
## PublicMask1 8.048074 4.586232 1.755 0.080362 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.090148 4.448827 0.695 0.487873
## weekend1 -8.438881 2.429157 -3.474 0.000592 ***
## holiday1 -2.881887 6.448284 -0.447 0.655270
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 18.79 on 285 degrees of freedom
## Multiple R-squared: 0.1848, Adjusted R-squared: 0.1505
## F-statistic: 5.384 on 12 and 285 DF, p-value: 3.12e-08
##
## 48265
## "Kerr County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -308.37 -59.77 -10.79 47.84 375.01
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 696.77075 20.32223 34.286 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.04980 0.07961 0.626 0.53210
## confirmed_7dav_incidence_prop -0.44267 0.75505 -0.586 0.55815
## deaths_7dav_cumulative_prop -2.56016 2.90398 -0.882 0.37873
## deaths_7dav_incidence_prop -1.75258 20.16752 -0.087 0.93081
## EmergDec1 -262.53262 41.40010 -6.341 8.90e-10 ***
## GathRestrict1 -385.81012 112.31285 -3.435 0.00068 ***
## SchoolClose1 5.33234 30.22916 0.176 0.86011
## BarRestrict1 262.90431 104.29978 2.521 0.01226 *
## PublicMask1 183.23498 23.50031 7.797 1.20e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -76.94209 22.93143 -3.355 0.00090 ***
## weekend1 79.87049 12.39264 6.445 4.92e-10 ***
## holiday1 -17.67811 32.96006 -0.536 0.59214
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 95.85 on 285 degrees of freedom
## Multiple R-squared: 0.6078, Adjusted R-squared: 0.5913
## F-statistic: 36.8 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48273
## "Kleberg County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -165.882 -30.541 -3.373 27.893 159.857
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 298.75817 10.69984 27.922 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.04016 0.01929 -2.083 0.038183 *
## confirmed_7dav_incidence_prop 0.07449 0.16451 0.453 0.651025
## deaths_7dav_cumulative_prop 1.07299 0.32767 3.275 0.001189 **
## deaths_7dav_incidence_prop 2.84640 4.03960 0.705 0.481619
## EmergDec1 -147.50148 21.79754 -6.767 7.47e-11 ***
## GathRestrict1 -117.62865 60.01442 -1.960 0.050969 .
## SchoolClose1 -63.04154 18.92246 -3.332 0.000978 ***
## BarRestrict1 89.10931 54.95662 1.621 0.106027
## PublicMask1 89.49865 12.35020 7.247 4.02e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -10.35268 12.12386 -0.854 0.393872
## weekend1 50.36143 6.52274 7.721 1.97e-13 ***
## holiday1 9.92686 17.38322 0.571 0.568409
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 50.47 on 285 degrees of freedom
## Multiple R-squared: 0.7159, Adjusted R-squared: 0.7039
## F-statistic: 59.84 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48275
## "Knox County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -341.53 -92.72 -13.95 76.04 769.10
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5.570e+02 3.078e+01 18.097 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.352e-03 2.425e-02 -0.138 0.89016
## confirmed_7dav_incidence_prop 4.969e-01 4.100e-01 1.212 0.22654
## deaths_7dav_cumulative_prop 1.818e-01 2.443e-01 0.744 0.45742
## deaths_7dav_incidence_prop 4.808e+00 3.304e+00 1.455 0.14674
## EmergDec1 -1.786e+02 6.271e+01 -2.847 0.00473 **
## GathRestrict1 -7.326e+01 1.701e+02 -0.431 0.66710
## SchoolClose1 2.358e+01 4.685e+01 0.503 0.61511
## BarRestrict1 7.073e+01 1.579e+02 0.448 0.65451
## PublicMask1 3.894e+01 3.543e+01 1.099 0.27277
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -4.017e+01 3.440e+01 -1.168 0.24388
## weekend1 -1.305e+02 1.876e+01 -6.957 2.38e-11 ***
## holiday1 -5.941e+01 4.970e+01 -1.195 0.23297
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 145.2 on 285 degrees of freedom
## Multiple R-squared: 0.2372, Adjusted R-squared: 0.2051
## F-statistic: 7.386 on 12 and 285 DF, p-value: 7.986e-12
##
## 48277
## "Lamar County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -383.27 -81.08 -14.66 69.13 327.19
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 753.50731 26.74109 28.178 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.01460 0.03286 0.444 0.65717
## confirmed_7dav_incidence_prop -0.96375 0.69424 -1.388 0.16615
## deaths_7dav_cumulative_prop -0.13001 0.78064 -0.167 0.86785
## deaths_7dav_incidence_prop 5.06782 15.28524 0.332 0.74047
## EmergDec1 -308.96576 54.47648 -5.672 3.47e-08 ***
## GathRestrict1 -403.60212 146.40037 -2.757 0.00621 **
## SchoolClose1 79.87545 34.90876 2.288 0.02286 *
## BarRestrict1 231.06772 137.73561 1.678 0.09452 .
## PublicMask1 277.95866 32.91488 8.445 1.57e-15 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -28.07563 31.72972 -0.885 0.37699
## weekend1 57.51490 16.30718 3.527 0.00049 ***
## holiday1 -58.28862 43.20114 -1.349 0.17833
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 126.1 on 285 degrees of freedom
## Multiple R-squared: 0.481, Adjusted R-squared: 0.4592
## F-statistic: 22.01 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48281
## "Lampasas County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -97.843 -17.340 -3.005 15.837 99.637
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 150.68972 5.97837 25.206 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.01008 0.01326 0.761 0.4476
## confirmed_7dav_incidence_prop -0.02171 0.27655 -0.079 0.9375
## deaths_7dav_cumulative_prop -0.72958 0.44460 -1.641 0.1019
## deaths_7dav_incidence_prop -2.09107 5.67864 -0.368 0.7130
## EmergDec1 -62.20586 12.17947 -5.107 5.99e-07 ***
## GathRestrict1 -32.75558 32.68528 -1.002 0.3171
## SchoolClose1 -15.78342 7.83484 -2.015 0.0449 *
## BarRestrict1 11.37230 30.66560 0.371 0.7110
## PublicMask1 42.93616 6.90508 6.218 1.79e-09 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -3.32947 6.68758 -0.498 0.6190
## weekend1 4.60571 3.64602 1.263 0.2075
## holiday1 -8.39225 9.64812 -0.870 0.3851
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 28.2 on 285 degrees of freedom
## Multiple R-squared: 0.4407, Adjusted R-squared: 0.4171
## F-statistic: 18.71 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48283
## "La Salle County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -473.88 -73.30 -4.82 54.19 1047.07
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 859.87979 29.39153 29.256 <2e-16 ***
## confirmed_7dav_cumulative_prop -0.03957 0.02907 -1.361 0.1746
## confirmed_7dav_incidence_prop 0.14917 0.13410 1.112 0.2669
## deaths_7dav_cumulative_prop 0.18622 0.19642 0.948 0.3439
## deaths_7dav_incidence_prop -6.56145 5.03706 -1.303 0.1938
## EmergDec1 -18.95691 59.87695 -0.317 0.7518
## GathRestrict1 -425.56933 198.81218 -2.141 0.0332 *
## SchoolClose1 -61.55444 123.81306 -0.497 0.6195
## BarRestrict1 27.97979 150.84601 0.185 0.8530
## PublicMask1 57.88107 33.97218 1.704 0.0895 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -68.96674 33.25732 -2.074 0.0390 *
## weekend1 20.61652 17.92360 1.150 0.2510
## holiday1 -44.07978 47.52545 -0.927 0.3545
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 138.6 on 285 degrees of freedom
## Multiple R-squared: 0.5764, Adjusted R-squared: 0.5586
## F-statistic: 32.32 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48285
## "Lavaca County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -68.348 -20.552 -1.942 12.579 126.469
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 53.009101 6.609747 8.020 2.76e-14 ***
## confirmed_7dav_cumulative_prop -0.001472 0.003091 -0.476 0.63418
## confirmed_7dav_incidence_prop -0.054775 0.058598 -0.935 0.35070
## deaths_7dav_cumulative_prop 0.178885 0.093821 1.907 0.05757 .
## deaths_7dav_incidence_prop -1.432463 1.572095 -0.911 0.36297
## EmergDec1 -32.546736 13.465665 -2.417 0.01628 *
## GathRestrict1 71.950579 36.774300 1.957 0.05138 .
## SchoolClose1 -32.505382 11.257873 -2.887 0.00418 **
## BarRestrict1 -37.414593 33.916611 -1.103 0.27090
## PublicMask1 6.167026 7.634969 0.808 0.41992
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -2.502624 7.517562 -0.333 0.73945
## weekend1 -27.264695 4.029840 -6.766 7.53e-11 ***
## holiday1 -32.635562 10.665589 -3.060 0.00243 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 31.18 on 285 degrees of freedom
## Multiple R-squared: 0.4917, Adjusted R-squared: 0.4703
## F-statistic: 22.97 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48287
## "Lee County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -107.530 -30.636 -5.841 24.924 165.790
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 161.034296 9.971590 16.149 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.003976 0.035439 0.112 0.910744
## confirmed_7dav_incidence_prop -0.544555 0.688582 -0.791 0.429697
## deaths_7dav_cumulative_prop 0.295277 0.518467 0.570 0.569453
## deaths_7dav_incidence_prop -5.100875 4.076130 -1.251 0.211814
## EmergDec1 -49.559405 20.314297 -2.440 0.015312 *
## GathRestrict1 -15.752602 55.248805 -0.285 0.775758
## SchoolClose1 16.125104 16.335017 0.987 0.324407
## BarRestrict1 6.488453 51.269808 0.127 0.899382
## PublicMask1 28.118768 11.717976 2.400 0.017054 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.216022 11.719059 0.274 0.783956
## weekend1 -23.491172 6.080567 -3.863 0.000139 ***
## holiday1 -37.744494 16.091622 -2.346 0.019682 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 47.03 on 285 degrees of freedom
## Multiple R-squared: 0.1506, Adjusted R-squared: 0.1148
## F-statistic: 4.211 on 12 and 285 DF, p-value: 4.107e-06
##
## 48289
## "Leon County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -151.607 -47.179 -6.656 43.784 190.893
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 332.01517 15.42707 21.522 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.13947 0.07044 1.980 0.04951 *
## confirmed_7dav_incidence_prop -1.41415 0.93629 -1.510 0.13302
## deaths_7dav_cumulative_prop -20.32329 9.52041 -2.135 0.03439 *
## deaths_7dav_incidence_prop 67.74781 52.60701 1.288 0.19977
## EmergDec1 -81.08127 31.04653 -2.612 0.00992 **
## GathRestrict1 -236.48271 98.46466 -2.402 0.01753 *
## SchoolClose1 91.46002 52.50397 1.742 0.08354 .
## BarRestrict1 91.91948 80.32103 1.144 0.25426
## PublicMask1 -27.07741 17.94051 -1.509 0.13330
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -7.92776 17.56747 -0.451 0.65243
## weekend1 -30.35236 12.54523 -2.419 0.01673 *
## holiday1 14.64501 30.25856 0.484 0.62909
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 71.86 on 152 degrees of freedom
## Multiple R-squared: 0.432, Adjusted R-squared: 0.3871
## F-statistic: 9.632 on 12 and 152 DF, p-value: 9.054e-14
##
## 48291
## "Liberty County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -30.055 -8.499 -0.580 7.326 33.156
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 79.234756 2.617390 30.272 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.004683 0.003920 1.195 0.233167
## confirmed_7dav_incidence_prop -0.168253 0.059247 -2.840 0.004838 **
## deaths_7dav_cumulative_prop -0.535033 0.149446 -3.580 0.000404 ***
## deaths_7dav_incidence_prop 0.013661 1.792531 0.008 0.993925
## EmergDec1 -29.540827 5.332283 -5.540 6.88e-08 ***
## GathRestrict1 -28.960281 14.627026 -1.980 0.048675 *
## SchoolClose1 14.386239 4.594885 3.131 0.001924 **
## BarRestrict1 6.352961 13.434075 0.473 0.636647
## PublicMask1 30.254784 3.049267 9.922 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 2.169359 2.965958 0.731 0.465124
## weekend1 -2.597271 1.595722 -1.628 0.104705
## holiday1 -7.324682 4.223643 -1.734 0.083962 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 12.35 on 285 degrees of freedom
## Multiple R-squared: 0.6743, Adjusted R-squared: 0.6606
## F-statistic: 49.18 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48297
## "Live Oak County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -78.927 -18.824 -0.805 17.090 91.070
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 143.64572 5.79986 24.767 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.03310 0.01076 -3.078 0.00229 **
## confirmed_7dav_incidence_prop 0.06833 0.10265 0.666 0.50615
## deaths_7dav_cumulative_prop 1.02648 0.37085 2.768 0.00601 **
## deaths_7dav_incidence_prop 1.91806 2.99612 0.640 0.52257
## EmergDec1 -57.41004 11.81578 -4.859 1.95e-06 ***
## GathRestrict1 -10.12572 32.29434 -0.314 0.75410
## SchoolClose1 -24.04340 9.87430 -2.435 0.01551 *
## BarRestrict1 1.29632 29.76143 0.044 0.96529
## PublicMask1 44.85356 6.70721 6.687 1.20e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -3.27295 6.53293 -0.501 0.61676
## weekend1 -5.76758 3.53665 -1.631 0.10404
## holiday1 -10.84302 9.36360 -1.158 0.24784
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 27.36 on 285 degrees of freedom
## Multiple R-squared: 0.4248, Adjusted R-squared: 0.4005
## F-statistic: 17.54 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48299
## "Llano County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -103.359 -24.019 -1.659 19.247 195.345
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 148.33717 7.72647 19.199 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.02163 0.03635 0.595 0.552224
## confirmed_7dav_incidence_prop 0.07248 0.58191 0.125 0.900969
## deaths_7dav_cumulative_prop -1.87903 1.88597 -0.996 0.319940
## deaths_7dav_incidence_prop -23.23590 11.15329 -2.083 0.038113 *
## EmergDec1 -71.46157 15.74071 -4.540 8.31e-06 ***
## GathRestrict1 -32.61809 42.02527 -0.776 0.438301
## SchoolClose1 -42.32793 9.25003 -4.576 7.08e-06 ***
## BarRestrict1 52.37337 39.65517 1.321 0.187654
## PublicMask1 15.95356 8.90865 1.791 0.074388 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -22.06898 8.72538 -2.529 0.011969 *
## weekend1 16.24198 4.71207 3.447 0.000653 ***
## holiday1 -4.94569 12.47945 -0.396 0.692176
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 36.44 on 285 degrees of freedom
## Multiple R-squared: 0.4728, Adjusted R-squared: 0.4506
## F-statistic: 21.3 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48303
## "Lubbock County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -571.02 -104.75 -3.17 97.85 612.00
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1295.39680 40.69110 31.835 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.05389 0.05289 -1.019 0.3091
## confirmed_7dav_incidence_prop -0.47760 0.99719 -0.479 0.6323
## deaths_7dav_cumulative_prop 4.52114 4.28464 1.055 0.2922
## deaths_7dav_incidence_prop -15.38601 59.46455 -0.259 0.7960
## EmergDec1 -603.39529 82.89060 -7.279 3.28e-12 ***
## GathRestrict1 -433.24150 225.26588 -1.923 0.0554 .
## SchoolClose1 -260.57894 57.86925 -4.503 9.78e-06 ***
## BarRestrict1 391.27594 210.17194 1.862 0.0637 .
## PublicMask1 324.14154 65.24029 4.968 1.17e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -84.52005 47.49690 -1.779 0.0762 .
## weekend1 221.06815 24.81627 8.908 < 2e-16 ***
## holiday1 -78.02865 66.49056 -1.174 0.2416
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 191.9 on 285 degrees of freedom
## Multiple R-squared: 0.6743, Adjusted R-squared: 0.6605
## F-statistic: 49.16 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48305
## "Lynn County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -735.46 -110.21 -7.65 96.25 599.54
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1151.07549 39.12274 29.422 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.07515 0.03735 -2.012 0.045164 *
## confirmed_7dav_incidence_prop 0.25515 0.68444 0.373 0.709586
## deaths_7dav_cumulative_prop 2.53206 1.56292 1.620 0.106319
## deaths_7dav_incidence_prop -0.02459 8.48064 -0.003 0.997688
## EmergDec1 -509.44783 79.70238 -6.392 6.67e-10 ***
## GathRestrict1 -310.66044 216.34106 -1.436 0.152106
## SchoolClose1 -218.27100 59.30479 -3.680 0.000278 ***
## BarRestrict1 348.64361 200.89921 1.735 0.083748 .
## PublicMask1 257.38966 48.71488 5.284 2.52e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -74.11646 44.13461 -1.679 0.094184 .
## weekend1 102.66156 23.85584 4.303 2.31e-05 ***
## holiday1 -84.58427 63.25617 -1.337 0.182233
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 184.5 on 285 degrees of freedom
## Multiple R-squared: 0.6376, Adjusted R-squared: 0.6223
## F-statistic: 41.78 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48307
## "McCulloch County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -261.220 -62.975 -6.748 70.021 239.121
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 426.81247 19.69489 21.671 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.02784 0.03158 -0.881 0.37881
## confirmed_7dav_incidence_prop 0.45496 0.48495 0.938 0.34895
## deaths_7dav_cumulative_prop -0.02326 1.21275 -0.019 0.98471
## deaths_7dav_incidence_prop -8.55373 6.88228 -1.243 0.21494
## EmergDec1 -92.93004 40.12289 -2.316 0.02126 *
## GathRestrict1 -110.48599 106.68899 -1.036 0.30127
## SchoolClose1 -22.68517 21.85613 -1.038 0.30018
## BarRestrict1 129.05180 101.11129 1.276 0.20288
## PublicMask1 74.28051 22.72333 3.269 0.00121 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -20.92369 22.08722 -0.947 0.34428
## weekend1 -27.90409 12.02581 -2.320 0.02103 *
## holiday1 2.68273 31.90804 0.084 0.93305
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 92.89 on 285 degrees of freedom
## Multiple R-squared: 0.1815, Adjusted R-squared: 0.1471
## F-statistic: 5.268 on 12 and 285 DF, p-value: 5.059e-08
##
## 48309
## "McLennan County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -474.40 -110.32 -26.83 96.20 634.35
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1109.3965 36.0719 30.755 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.1204 0.1041 -1.157 0.248058
## confirmed_7dav_incidence_prop -0.5860 1.1962 -0.490 0.624591
## deaths_7dav_cumulative_prop 7.4108 6.3617 1.165 0.245031
## deaths_7dav_incidence_prop -53.3274 70.3082 -0.758 0.448790
## EmergDec1 -621.2632 73.4849 -8.454 1.47e-15 ***
## GathRestrict1 -308.6932 201.3974 -1.533 0.126445
## SchoolClose1 -226.0207 58.8660 -3.840 0.000152 ***
## BarRestrict1 370.7210 185.5133 1.998 0.046628 *
## PublicMask1 364.6155 41.8204 8.719 2.37e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -100.3655 41.8886 -2.396 0.017220 *
## weekend1 215.4096 21.9923 9.795 < 2e-16 ***
## holiday1 -32.4420 58.4954 -0.555 0.579598
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 170.1 on 285 degrees of freedom
## Multiple R-squared: 0.6916, Adjusted R-squared: 0.6786
## F-statistic: 53.27 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48315
## "Marion County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -348.97 -48.44 -4.02 48.83 320.83
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 86.0024 21.1575 4.065 6.22e-05 ***
## confirmed_7dav_cumulative_prop 0.1523 0.0901 1.690 0.09205 .
## confirmed_7dav_incidence_prop -0.3681 0.7134 -0.516 0.60625
## deaths_7dav_cumulative_prop -0.9763 0.7364 -1.326 0.18596
## deaths_7dav_incidence_prop -53.1058 7.6720 -6.922 2.95e-11 ***
## EmergDec1 -17.8682 43.1027 -0.415 0.67878
## GathRestrict1 387.1326 125.4384 3.086 0.00223 **
## SchoolClose1 -411.9743 57.4402 -7.172 6.38e-12 ***
## BarRestrict1 48.0985 108.6634 0.443 0.65836
## PublicMask1 12.7172 27.2964 0.466 0.64165
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -36.9825 24.0940 -1.535 0.12591
## weekend1 -12.5172 12.8989 -0.970 0.33266
## holiday1 33.7826 34.1498 0.989 0.32338
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 99.79 on 285 degrees of freedom
## Multiple R-squared: 0.866, Adjusted R-squared: 0.8603
## F-statistic: 153.4 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48317
## "Martin County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -58.711 -17.380 -2.399 9.958 210.349
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 91.396398 6.145028 14.873 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.020681 0.005715 -3.619 0.000352 ***
## confirmed_7dav_incidence_prop -0.192199 0.105369 -1.824 0.069218 .
## deaths_7dav_cumulative_prop 0.352207 0.132110 2.666 0.008125 **
## deaths_7dav_incidence_prop -1.179108 1.539739 -0.766 0.444454
## EmergDec1 -50.397808 12.513523 -4.027 7.28e-05 ***
## GathRestrict1 -33.277666 33.701595 -0.987 0.324295
## SchoolClose1 -24.451870 8.437238 -2.898 0.004053 **
## BarRestrict1 18.481426 31.549645 0.586 0.558493
## PublicMask1 21.634443 7.453256 2.903 0.003996 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 0.392222 6.940687 0.057 0.954976
## weekend1 15.844694 3.803644 4.166 4.15e-05 ***
## holiday1 0.886251 9.936562 0.089 0.928994
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 28.97 on 278 degrees of freedom
## Multiple R-squared: 0.4654, Adjusted R-squared: 0.4423
## F-statistic: 20.16 on 12 and 278 DF, p-value: < 2.2e-16
##
## 48319
## "Mason County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -257.226 -61.826 -4.003 69.738 238.734
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 426.61007 19.73454 21.617 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.03687 0.01824 -2.021 0.044169 *
## confirmed_7dav_incidence_prop -0.01695 0.26773 -0.063 0.949566
## deaths_7dav_cumulative_prop -0.21731 0.55153 -0.394 0.693866
## deaths_7dav_incidence_prop 13.32469 7.88473 1.690 0.092133 .
## EmergDec1 -92.85996 40.20255 -2.310 0.021614 *
## GathRestrict1 -118.35183 106.67660 -1.109 0.268173
## SchoolClose1 -17.02673 20.08648 -0.848 0.397332
## BarRestrict1 135.47909 101.31059 1.337 0.182203
## PublicMask1 97.22548 25.53187 3.808 0.000172 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -23.41015 22.32649 -1.049 0.295280
## weekend1 -27.44099 12.03396 -2.280 0.023329 *
## holiday1 4.55934 31.93046 0.143 0.886557
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 93.08 on 285 degrees of freedom
## Multiple R-squared: 0.1783, Adjusted R-squared: 0.1437
## F-statistic: 5.152 on 12 and 285 DF, p-value: 8.171e-08
##
## 48321
## "Matagorda County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -114.765 -26.279 -0.537 23.510 111.090
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 159.02746 8.20209 19.389 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01100 0.02167 -0.507 0.61225
## confirmed_7dav_incidence_prop -0.67558 0.34146 -1.979 0.04883 *
## deaths_7dav_cumulative_prop 0.18345 0.36343 0.505 0.61411
## deaths_7dav_incidence_prop 3.73564 2.92683 1.276 0.20287
## EmergDec1 -47.26922 16.73136 -2.825 0.00506 **
## GathRestrict1 7.31938 47.74966 0.153 0.87828
## SchoolClose1 -35.98794 18.82911 -1.911 0.05697 .
## BarRestrict1 -6.58096 42.29519 -0.156 0.87646
## PublicMask1 65.91680 9.56382 6.892 3.53e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -6.47064 9.53393 -0.679 0.49788
## weekend1 -20.18964 5.00018 -4.038 6.94e-05 ***
## holiday1 -33.51678 13.34056 -2.512 0.01254 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 38.69 on 285 degrees of freedom
## Multiple R-squared: 0.4764, Adjusted R-squared: 0.4544
## F-statistic: 21.61 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48323
## "Maverick County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -109.256 -17.648 -5.211 14.712 124.443
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.469e+02 6.561e+00 37.629 < 2e-16 ***
## confirmed_7dav_cumulative_prop -2.326e-03 7.287e-03 -0.319 0.74982
## confirmed_7dav_incidence_prop 4.791e-02 7.294e-02 0.657 0.51181
## deaths_7dav_cumulative_prop 1.159e-01 1.650e-01 0.703 0.48288
## deaths_7dav_incidence_prop -3.735e+00 2.803e+00 -1.333 0.18367
## EmergDec1 -1.114e+02 1.337e+01 -8.336 3.30e-15 ***
## GathRestrict1 -6.821e+01 3.711e+01 -1.838 0.06713 .
## SchoolClose1 -1.373e+01 1.301e+01 -1.055 0.29217
## BarRestrict1 9.500e+00 3.369e+01 0.282 0.77814
## PublicMask1 4.119e+01 7.638e+00 5.392 1.46e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -2.207e+01 7.497e+00 -2.943 0.00352 **
## weekend1 -7.230e+00 4.000e+00 -1.808 0.07173 .
## holiday1 -2.016e+01 1.059e+01 -1.903 0.05806 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 30.95 on 285 degrees of freedom
## Multiple R-squared: 0.716, Adjusted R-squared: 0.704
## F-statistic: 59.88 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48325
## "Medina County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -269.311 -40.459 -4.382 34.940 148.771
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 386.83989 12.31154 31.421 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.06161 0.02236 -2.756 0.006231 **
## confirmed_7dav_incidence_prop 0.07950 0.27120 0.293 0.769611
## deaths_7dav_cumulative_prop 2.09760 0.61853 3.391 0.000794 ***
## deaths_7dav_incidence_prop -15.39617 7.94184 -1.939 0.053535 .
## EmergDec1 -123.42111 25.08150 -4.921 1.46e-06 ***
## GathRestrict1 -96.87108 70.99885 -1.364 0.173517
## SchoolClose1 -57.51145 28.01779 -2.053 0.041017 *
## BarRestrict1 127.68866 63.32366 2.016 0.044691 *
## PublicMask1 74.85536 14.40401 5.197 3.87e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -25.08862 14.74806 -1.701 0.090006 .
## weekend1 32.57272 7.50852 4.338 2.00e-05 ***
## holiday1 -23.21054 19.85586 -1.169 0.243400
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 58.07 on 285 degrees of freedom
## Multiple R-squared: 0.6054, Adjusted R-squared: 0.5888
## F-statistic: 36.43 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48329
## "Midland County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -290.772 -43.026 -4.955 37.519 201.537
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 608.30275 15.18368 40.063 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.03459 0.03784 -0.914 0.36143
## confirmed_7dav_incidence_prop 0.32413 0.32998 0.982 0.32681
## deaths_7dav_cumulative_prop 1.68161 2.38762 0.704 0.48182
## deaths_7dav_incidence_prop -7.57949 28.62377 -0.265 0.79136
## EmergDec1 -228.92749 30.93223 -7.401 1.53e-12 ***
## GathRestrict1 -219.55346 82.40304 -2.664 0.00815 **
## SchoolClose1 -90.92733 17.59177 -5.169 4.44e-07 ***
## BarRestrict1 156.19838 77.91716 2.005 0.04594 *
## PublicMask1 168.45096 20.62441 8.168 1.03e-14 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -36.73892 17.41113 -2.110 0.03572 *
## weekend1 56.08558 9.26626 6.053 4.48e-09 ***
## holiday1 -41.77471 24.48632 -1.706 0.08909 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 71.62 on 285 degrees of freedom
## Multiple R-squared: 0.7268, Adjusted R-squared: 0.7153
## F-statistic: 63.18 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48331
## "Milam County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -108.305 -24.693 -0.101 26.502 126.011
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 192.81574 8.61578 22.379 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.04304 0.02184 1.970 0.049793 *
## confirmed_7dav_incidence_prop -1.01222 0.33009 -3.066 0.002374 **
## deaths_7dav_cumulative_prop -3.89562 1.15648 -3.368 0.000860 ***
## deaths_7dav_incidence_prop -2.33559 10.68386 -0.219 0.827111
## EmergDec1 -64.28073 17.55237 -3.662 0.000298 ***
## GathRestrict1 11.94031 49.04879 0.243 0.807842
## SchoolClose1 -52.23805 17.35331 -3.010 0.002844 **
## BarRestrict1 46.42476 44.26049 1.049 0.295113
## PublicMask1 27.00968 10.25311 2.634 0.008892 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -6.84067 10.06713 -0.680 0.497369
## weekend1 -28.64438 5.25292 -5.453 1.07e-07 ***
## holiday1 -2.28738 13.92204 -0.164 0.869612
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 40.64 on 285 degrees of freedom
## Multiple R-squared: 0.412, Adjusted R-squared: 0.3872
## F-statistic: 16.64 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48333
## "Mills County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -247.533 -44.643 0.093 40.218 197.647
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 386.84355 14.44302 26.784 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.01612 0.01631 0.988 0.32390
## confirmed_7dav_incidence_prop -0.04132 0.43861 -0.094 0.92502
## deaths_7dav_cumulative_prop -0.79001 0.38582 -2.048 0.04151 *
## deaths_7dav_incidence_prop 4.16215 3.44188 1.209 0.22756
## EmergDec1 -153.59970 29.42230 -5.221 3.44e-07 ***
## GathRestrict1 -113.77258 78.58067 -1.448 0.14876
## SchoolClose1 -17.68499 17.07894 -1.035 0.30132
## BarRestrict1 74.69171 74.13123 1.008 0.31452
## PublicMask1 163.41841 16.62971 9.827 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 18.66474 16.13000 1.157 0.24818
## weekend1 27.73070 8.81044 3.147 0.00182 **
## holiday1 -33.37505 23.43546 -1.424 0.15550
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 68.12 on 285 degrees of freedom
## Multiple R-squared: 0.5021, Adjusted R-squared: 0.4811
## F-statistic: 23.95 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48335
## "Mitchell County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -107.705 -38.813 -6.733 28.996 265.763
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 125.806103 12.081480 10.413 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.005222 0.016819 0.311 0.75640
## confirmed_7dav_incidence_prop 0.178253 0.296599 0.601 0.54832
## deaths_7dav_cumulative_prop -0.725565 0.774236 -0.937 0.34948
## deaths_7dav_incidence_prop -1.432133 5.129947 -0.279 0.78032
## EmergDec1 13.624009 24.612724 0.554 0.58033
## GathRestrict1 -86.744331 65.231103 -1.330 0.18465
## SchoolClose1 31.650566 11.832578 2.675 0.00791 **
## BarRestrict1 42.984671 61.990826 0.693 0.48862
## PublicMask1 27.022120 13.913103 1.942 0.05310 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -3.830839 13.522738 -0.283 0.77716
## weekend1 -11.431354 7.366719 -1.552 0.12183
## holiday1 -5.781889 19.541473 -0.296 0.76754
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 56.98 on 285 degrees of freedom
## Multiple R-squared: 0.09405, Adjusted R-squared: 0.0559
## F-statistic: 2.465 on 12 and 285 DF, p-value: 0.004461
##
## 48337
## "Montague County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -224.06 -65.45 -3.47 63.05 317.14
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 393.13186 20.84698 18.858 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.03836 0.04210 -0.911 0.36300
## confirmed_7dav_incidence_prop -1.23145 0.59539 -2.068 0.03951 *
## deaths_7dav_cumulative_prop 1.03154 1.37847 0.748 0.45488
## deaths_7dav_incidence_prop 15.03549 7.79363 1.929 0.05470 .
## EmergDec1 -77.09041 42.46930 -1.815 0.07054 .
## GathRestrict1 -139.64709 112.90951 -1.237 0.21718
## SchoolClose1 -8.67665 20.66312 -0.420 0.67487
## BarRestrict1 191.00196 106.97936 1.785 0.07526 .
## PublicMask1 80.86501 24.36248 3.319 0.00102 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -10.52020 23.30639 -0.451 0.65205
## weekend1 22.06007 12.71622 1.735 0.08386 .
## holiday1 -46.18803 33.77618 -1.367 0.17255
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 98.33 on 285 degrees of freedom
## Multiple R-squared: 0.1806, Adjusted R-squared: 0.1461
## F-statistic: 5.235 on 12 and 285 DF, p-value: 5.795e-08
##
## 48339
## "Montgomery County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -337.81 -76.81 -18.25 62.18 287.96
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 779.46508 24.53561 31.769 <2e-16 ***
## confirmed_7dav_cumulative_prop -0.02343 0.08364 -0.280 0.7796
## confirmed_7dav_incidence_prop 0.68190 0.81784 0.834 0.4051
## deaths_7dav_cumulative_prop 2.70758 5.87091 0.461 0.6450
## deaths_7dav_incidence_prop 29.34102 92.48832 0.317 0.7513
## EmergDec1 -442.67297 49.98386 -8.856 <2e-16 ***
## GathRestrict1 -334.27010 135.73624 -2.463 0.0144 *
## SchoolClose1 -34.52449 39.20768 -0.881 0.3793
## BarRestrict1 255.94647 126.12577 2.029 0.0434 *
## PublicMask1 277.29200 29.38897 9.435 <2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -70.81730 27.74230 -2.553 0.0112 *
## weekend1 145.01982 14.96681 9.689 <2e-16 ***
## holiday1 -15.79407 39.63905 -0.398 0.6906
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 115.7 on 285 degrees of freedom
## Multiple R-squared: 0.7113, Adjusted R-squared: 0.6991
## F-statistic: 58.51 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48341
## "Moore County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -132.297 -36.071 -4.763 32.592 227.221
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 337.309494 11.517271 29.287 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.075203 0.007657 -9.822 < 2e-16 ***
## confirmed_7dav_incidence_prop -0.160589 0.098342 -1.633 0.10358
## deaths_7dav_cumulative_prop 2.103925 0.313758 6.706 1.08e-10 ***
## deaths_7dav_incidence_prop 9.185499 4.709134 1.951 0.05209 .
## EmergDec1 3.645909 23.463192 0.155 0.87663
## GathRestrict1 -21.957098 62.287678 -0.353 0.72472
## SchoolClose1 -37.070042 12.120859 -3.058 0.00244 **
## BarRestrict1 14.478544 59.634547 0.243 0.80834
## PublicMask1 44.023483 16.751188 2.628 0.00905 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 31.304782 16.082275 1.947 0.05257 .
## weekend1 -20.029540 7.022955 -2.852 0.00466 **
## holiday1 -22.710669 18.591387 -1.222 0.22288
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 54.32 on 285 degrees of freedom
## Multiple R-squared: 0.7096, Adjusted R-squared: 0.6974
## F-statistic: 58.04 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48343
## "Morris County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -86.384 -18.682 -0.523 18.488 83.314
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 89.73183 5.63257 15.931 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01374 0.01433 -0.959 0.338427
## confirmed_7dav_incidence_prop -0.25783 0.34382 -0.750 0.453934
## deaths_7dav_cumulative_prop 0.06820 0.40717 0.167 0.867100
## deaths_7dav_incidence_prop 1.65174 2.82726 0.584 0.559535
## EmergDec1 -39.94056 11.47482 -3.481 0.000578 ***
## GathRestrict1 -27.54520 31.25401 -0.881 0.378880
## SchoolClose1 -11.09387 8.88500 -1.249 0.212833
## BarRestrict1 48.37882 28.98688 1.669 0.096217 .
## PublicMask1 24.06692 6.86543 3.506 0.000529 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 4.36173 6.71513 0.650 0.516514
## weekend1 -17.00223 3.43374 -4.952 1.26e-06 ***
## holiday1 20.47954 9.10557 2.249 0.025268 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 26.57 on 285 degrees of freedom
## Multiple R-squared: 0.2015, Adjusted R-squared: 0.1679
## F-statistic: 5.992 on 12 and 285 DF, p-value: 2.481e-09
##
## 48345
## "Motley County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -236.561 -52.933 1.211 49.692 230.966
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 428.44396 17.04440 25.137 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.06953 0.01607 -4.327 2.10e-05 ***
## confirmed_7dav_incidence_prop 0.10627 0.40713 0.261 0.794262
## deaths_7dav_cumulative_prop 0.67938 0.26868 2.529 0.011994 *
## deaths_7dav_incidence_prop -0.99216 2.60032 -0.382 0.703077
## EmergDec1 -59.58752 34.72368 -1.716 0.087240 .
## GathRestrict1 -98.12539 92.04171 -1.066 0.287282
## SchoolClose1 32.60195 17.13657 1.902 0.058117 .
## BarRestrict1 -22.94218 87.47388 -0.262 0.793299
## PublicMask1 124.57483 19.64686 6.341 8.93e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -74.22306 19.02338 -3.902 0.000119 ***
## weekend1 -112.91536 10.39450 -10.863 < 2e-16 ***
## holiday1 -53.43135 27.65682 -1.932 0.054358 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 80.39 on 285 degrees of freedom
## Multiple R-squared: 0.5369, Adjusted R-squared: 0.5174
## F-statistic: 27.53 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48347
## "Nacogdoches County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -252.362 -49.123 -2.259 46.625 274.937
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 491.21185 15.50388 31.683 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.08666 0.05510 1.573 0.1169
## confirmed_7dav_incidence_prop -0.56828 0.65314 -0.870 0.3850
## deaths_7dav_cumulative_prop -2.13125 1.14846 -1.856 0.0645 .
## deaths_7dav_incidence_prop -17.92391 10.32421 -1.736 0.0836 .
## EmergDec1 -191.12612 31.58481 -6.051 4.51e-09 ***
## GathRestrict1 -113.80110 93.19551 -1.221 0.2231
## SchoolClose1 -12.80287 41.96084 -0.305 0.7605
## BarRestrict1 74.98596 80.11901 0.936 0.3501
## PublicMask1 154.75847 19.75441 7.834 9.41e-14 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -22.85593 19.74004 -1.158 0.2479
## weekend1 -8.92738 9.45180 -0.945 0.3457
## holiday1 -64.83848 25.12803 -2.580 0.0104 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 73.13 on 285 degrees of freedom
## Multiple R-squared: 0.5366, Adjusted R-squared: 0.5171
## F-statistic: 27.5 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48349
## "Navarro County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -198.70 -55.08 -10.74 42.41 262.91
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 477.56762 17.36237 27.506 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01423 0.04131 -0.344 0.73084
## confirmed_7dav_incidence_prop -1.88411 0.63528 -2.966 0.00327 **
## deaths_7dav_cumulative_prop 0.41033 1.36628 0.300 0.76415
## deaths_7dav_incidence_prop 21.26277 18.08417 1.176 0.24067
## EmergDec1 -217.05976 35.37135 -6.137 2.81e-09 ***
## GathRestrict1 -240.83090 99.96630 -2.409 0.01663 *
## SchoolClose1 -50.16120 37.63536 -1.333 0.18366
## BarRestrict1 178.09712 89.46658 1.991 0.04747 *
## PublicMask1 204.55818 20.16915 10.142 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -57.99190 20.16491 -2.876 0.00433 **
## weekend1 90.05511 10.58569 8.507 1.02e-15 ***
## holiday1 -5.42199 28.05467 -0.193 0.84689
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 81.89 on 285 degrees of freedom
## Multiple R-squared: 0.6615, Adjusted R-squared: 0.6473
## F-statistic: 46.42 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48351
## "Newton County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -299.02 -45.19 -5.76 30.74 431.76
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 143.11950 17.29492 8.275 4.99e-15 ***
## confirmed_7dav_cumulative_prop 0.10957 0.04971 2.204 0.02831 *
## confirmed_7dav_incidence_prop -0.41849 0.64089 -0.653 0.51430
## deaths_7dav_cumulative_prop -0.43089 0.45517 -0.947 0.34462
## deaths_7dav_incidence_prop -0.45531 6.96722 -0.065 0.94794
## EmergDec1 -55.58363 35.23417 -1.578 0.11578
## GathRestrict1 -41.27269 98.78177 -0.418 0.67640
## SchoolClose1 -47.52159 36.29470 -1.309 0.19148
## BarRestrict1 99.19922 88.72379 1.118 0.26448
## PublicMask1 64.59457 20.00239 3.229 0.00139 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -85.69278 19.37801 -4.422 1.39e-05 ***
## weekend1 47.58756 10.54196 4.514 9.31e-06 ***
## holiday1 -7.24120 27.93415 -0.259 0.79565
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 81.58 on 285 degrees of freedom
## Multiple R-squared: 0.6631, Adjusted R-squared: 0.6489
## F-statistic: 46.74 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48353
## "Nolan County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -82.159 -21.731 -3.388 19.525 150.491
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 106.035180 7.046922 15.047 <2e-16 ***
## confirmed_7dav_cumulative_prop -0.017717 0.009869 -1.795 0.0737 .
## confirmed_7dav_incidence_prop 0.034744 0.191007 0.182 0.8558
## deaths_7dav_cumulative_prop 1.199355 0.711005 1.687 0.0927 .
## deaths_7dav_incidence_prop 6.987337 4.218783 1.656 0.0988 .
## EmergDec1 -1.667342 14.356084 -0.116 0.9076
## GathRestrict1 -99.496243 38.972877 -2.553 0.0112 *
## SchoolClose1 10.604247 10.910676 0.972 0.3319
## BarRestrict1 52.943816 36.171785 1.464 0.1444
## PublicMask1 11.441937 8.121060 1.409 0.1599
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -8.362586 7.907501 -1.058 0.2912
## weekend1 8.767482 4.298176 2.040 0.0423 *
## holiday1 7.591137 11.399895 0.666 0.5060
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 33.24 on 285 degrees of freedom
## Multiple R-squared: 0.1402, Adjusted R-squared: 0.104
## F-statistic: 3.873 on 12 and 285 DF, p-value: 1.652e-05
##
## 48355
## "Nueces County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -325.59 -46.66 -9.47 44.30 246.18
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 639.46524 16.63173 38.449 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.06079 0.02736 -2.222 0.02710 *
## confirmed_7dav_incidence_prop -0.54155 0.26965 -2.008 0.04555 *
## deaths_7dav_cumulative_prop 1.67661 0.78222 2.143 0.03293 *
## deaths_7dav_incidence_prop 35.30390 15.21781 2.320 0.02105 *
## EmergDec1 -220.89069 33.88340 -6.519 3.21e-10 ***
## GathRestrict1 -418.71717 98.54119 -4.249 2.91e-05 ***
## SchoolClose1 -6.00274 43.40750 -0.138 0.89011
## BarRestrict1 214.13887 85.41043 2.507 0.01273 *
## PublicMask1 224.54534 19.33304 11.615 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -57.10969 19.23702 -2.969 0.00324 **
## weekend1 99.52172 10.13847 9.816 < 2e-16 ***
## holiday1 4.33095 26.82927 0.161 0.87187
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 78.45 on 285 degrees of freedom
## Multiple R-squared: 0.7218, Adjusted R-squared: 0.7101
## F-statistic: 61.62 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48361
## "Orange County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -167.72 -20.35 -0.45 20.45 126.85
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 164.27981 7.28140 22.562 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.06112 0.02438 -2.507 0.01275 *
## confirmed_7dav_incidence_prop 0.51584 0.20216 2.552 0.01125 *
## deaths_7dav_cumulative_prop 3.11048 1.02474 3.035 0.00262 **
## deaths_7dav_incidence_prop -15.44036 8.63174 -1.789 0.07471 .
## EmergDec1 -63.96536 14.83404 -4.312 2.23e-05 ***
## GathRestrict1 -8.40048 40.81090 -0.206 0.83706
## SchoolClose1 -37.05651 13.35776 -2.774 0.00590 **
## BarRestrict1 35.67551 37.39544 0.954 0.34089
## PublicMask1 54.56223 8.43437 6.469 4.28e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -25.50860 8.23270 -3.098 0.00214 **
## weekend1 7.87508 4.44036 1.774 0.07721 .
## holiday1 -20.70610 11.75270 -1.762 0.07917 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 34.34 on 285 degrees of freedom
## Multiple R-squared: 0.6471, Adjusted R-squared: 0.6323
## F-statistic: 43.55 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48363
## "Palo Pinto County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -364.17 -57.70 -1.91 52.54 350.55
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 537.49880 18.38092 29.242 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.06488 0.04862 -1.334 0.183172
## confirmed_7dav_incidence_prop -0.87224 0.48561 -1.796 0.073527 .
## deaths_7dav_cumulative_prop 0.96815 1.55520 0.623 0.534094
## deaths_7dav_incidence_prop 5.39272 10.50355 0.513 0.608056
## EmergDec1 -160.98574 37.44593 -4.299 2.36e-05 ***
## GathRestrict1 -193.03026 101.50725 -1.902 0.058227 .
## SchoolClose1 -9.74457 26.92485 -0.362 0.717682
## BarRestrict1 221.33592 94.30513 2.347 0.019609 *
## PublicMask1 179.00807 21.91946 8.167 1.04e-14 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -50.97717 20.74210 -2.458 0.014580 *
## weekend1 38.75440 11.20653 3.458 0.000627 ***
## holiday1 -36.15770 29.71535 -1.217 0.224686
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 86.7 on 285 degrees of freedom
## Multiple R-squared: 0.4691, Adjusted R-squared: 0.4467
## F-statistic: 20.98 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48365
## "Panola County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -229.96 -49.44 -5.57 40.50 337.26
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 639.28208 16.93556 37.748 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.06420 0.04901 1.310 0.19125
## confirmed_7dav_incidence_prop 1.85202 0.90366 2.049 0.04133 *
## deaths_7dav_cumulative_prop -0.89296 0.74419 -1.200 0.23117
## deaths_7dav_incidence_prop 21.09454 6.17644 3.415 0.00073 ***
## EmergDec1 -236.94795 34.50079 -6.868 4.08e-11 ***
## GathRestrict1 -84.08488 92.52910 -0.909 0.36426
## SchoolClose1 44.23713 20.83426 2.123 0.03459 *
## BarRestrict1 12.65924 88.99787 0.142 0.88699
## PublicMask1 21.17275 25.28287 0.837 0.40305
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 5.76020 29.70050 0.194 0.84636
## weekend1 -31.82062 10.32528 -3.082 0.00226 **
## holiday1 -44.38520 27.44574 -1.617 0.10694
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 79.88 on 285 degrees of freedom
## Multiple R-squared: 0.4627, Adjusted R-squared: 0.4401
## F-statistic: 20.45 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48367
## "Parker County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -606.25 -92.52 -19.68 81.27 385.18
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1013.90525 30.68768 33.039 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.08063 0.09478 -0.851 0.3956
## confirmed_7dav_incidence_prop -0.16743 1.30877 -0.128 0.8983
## deaths_7dav_cumulative_prop 6.77993 3.94433 1.719 0.0867 .
## deaths_7dav_incidence_prop -39.65251 56.85760 -0.697 0.4861
## EmergDec1 -439.31110 62.51842 -7.027 1.56e-11 ***
## GathRestrict1 -398.35940 169.63329 -2.348 0.0195 *
## SchoolClose1 -60.56999 45.88597 -1.320 0.1879
## BarRestrict1 344.63280 157.45936 2.189 0.0294 *
## PublicMask1 338.52881 35.50383 9.535 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -33.56119 34.49087 -0.973 0.3314
## weekend1 129.80984 18.71520 6.936 2.71e-11 ***
## holiday1 -60.74370 49.60498 -1.225 0.2218
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 144.7 on 285 degrees of freedom
## Multiple R-squared: 0.6407, Adjusted R-squared: 0.6256
## F-statistic: 42.35 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48371
## "Pecos County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -132.049 -32.007 -4.605 25.268 206.098
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 274.72935 11.36524 24.173 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.01415 0.01780 0.795 0.4271
## confirmed_7dav_incidence_prop 0.10744 0.25648 0.419 0.6756
## deaths_7dav_cumulative_prop -1.02773 0.67495 -1.523 0.1290
## deaths_7dav_incidence_prop 7.80475 4.89139 1.596 0.1117
## EmergDec1 -117.38929 23.15302 -5.070 7.17e-07 ***
## GathRestrict1 -80.00507 62.35073 -1.283 0.2005
## SchoolClose1 -38.26483 15.20641 -2.516 0.0124 *
## BarRestrict1 6.56232 58.59183 0.112 0.9109
## PublicMask1 76.68842 14.07736 5.448 1.10e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -4.13055 14.46770 -0.286 0.7755
## weekend1 4.53852 6.92956 0.655 0.5130
## holiday1 -6.83856 18.42220 -0.371 0.7108
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 53.6 on 285 degrees of freedom
## Multiple R-squared: 0.5458, Adjusted R-squared: 0.5266
## F-statistic: 28.53 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48373
## "Polk County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -86.67 -18.73 -0.67 16.15 84.73
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 141.61560 5.75104 24.624 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01564 0.01541 -1.015 0.3110
## confirmed_7dav_incidence_prop -0.28623 0.17626 -1.624 0.1055
## deaths_7dav_cumulative_prop -0.12773 0.19402 -0.658 0.5108
## deaths_7dav_incidence_prop -3.19839 4.68791 -0.682 0.4956
## EmergDec1 -20.11798 11.71627 -1.717 0.0870 .
## GathRestrict1 11.38411 34.33668 0.332 0.7405
## SchoolClose1 -24.50408 15.28654 -1.603 0.1100
## BarRestrict1 8.27601 29.53294 0.280 0.7795
## PublicMask1 15.45144 6.83874 2.259 0.0246 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 12.64939 6.66874 1.897 0.0589 .
## weekend1 -22.73962 3.50591 -6.486 3.88e-10 ***
## holiday1 -23.08704 9.31100 -2.480 0.0137 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 27.13 on 285 degrees of freedom
## Multiple R-squared: 0.2227, Adjusted R-squared: 0.19
## F-statistic: 6.805 on 12 and 285 DF, p-value: 8.622e-11
##
## 48375
## "Potter County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -275.75 -56.61 -5.71 53.90 346.99
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 766.27231 20.87510 36.707 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.02226 0.02349 -0.948 0.34398
## confirmed_7dav_incidence_prop 0.19086 0.25030 0.763 0.44638
## deaths_7dav_cumulative_prop 2.46210 1.64900 1.493 0.13652
## deaths_7dav_incidence_prop -53.35741 17.69853 -3.015 0.00280 **
## EmergDec1 -280.89753 42.52748 -6.605 1.94e-10 ***
## GathRestrict1 -402.47126 112.75536 -3.569 0.00042 ***
## SchoolClose1 -44.42687 21.10064 -2.105 0.03612 *
## BarRestrict1 220.80835 107.80167 2.048 0.04145 *
## PublicMask1 249.07359 25.03743 9.948 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -96.11247 29.48672 -3.260 0.00125 **
## weekend1 94.07429 12.72998 7.390 1.64e-12 ***
## holiday1 -28.19724 33.69238 -0.837 0.40335
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 98.46 on 285 degrees of freedom
## Multiple R-squared: 0.7419, Adjusted R-squared: 0.731
## F-statistic: 68.27 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48381
## "Randall County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -334.69 -62.82 -2.39 63.46 340.16
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 788.95499 24.67720 31.971 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.05687 0.03489 1.630 0.104241
## confirmed_7dav_incidence_prop -0.85237 0.51467 -1.656 0.098794 .
## deaths_7dav_cumulative_prop -5.12662 2.92828 -1.751 0.081069 .
## deaths_7dav_incidence_prop -19.52432 23.35544 -0.836 0.403875
## EmergDec1 -207.72062 50.27186 -4.132 4.73e-05 ***
## GathRestrict1 -477.62952 133.77236 -3.570 0.000418 ***
## SchoolClose1 -56.48303 27.59723 -2.047 0.041605 *
## BarRestrict1 294.00903 126.63825 2.322 0.020957 *
## PublicMask1 265.09445 28.57056 9.279 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -86.46284 28.49863 -3.034 0.002636 **
## weekend1 138.91117 15.04735 9.232 < 2e-16 ***
## holiday1 -31.54063 40.17270 -0.785 0.433032
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 116.4 on 285 degrees of freedom
## Multiple R-squared: 0.6544, Adjusted R-squared: 0.6399
## F-statistic: 44.98 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48389
## "Reeves County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -60.079 -15.727 -1.543 14.361 68.699
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 100.683111 5.217690 19.296 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.023619 0.007725 3.057 0.002445 **
## confirmed_7dav_incidence_prop -0.093145 0.064515 -1.444 0.149902
## deaths_7dav_cumulative_prop -1.322204 0.333153 -3.969 9.15e-05 ***
## deaths_7dav_incidence_prop 1.309551 2.203527 0.594 0.552785
## EmergDec1 -31.323499 10.629746 -2.947 0.003476 **
## GathRestrict1 -22.336805 28.319177 -0.789 0.430913
## SchoolClose1 -7.566389 5.898998 -1.283 0.200655
## BarRestrict1 24.215883 26.766636 0.905 0.366386
## PublicMask1 10.633309 6.011657 1.769 0.078000 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -21.887909 5.843662 -3.746 0.000218 ***
## weekend1 -5.904071 3.182184 -1.855 0.064578 .
## holiday1 -13.250527 8.414169 -1.575 0.116415
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 24.61 on 285 degrees of freedom
## Multiple R-squared: 0.3122, Adjusted R-squared: 0.2833
## F-statistic: 10.78 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48393
## "Roberts County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -135.225 -26.858 0.328 27.078 143.319
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 215.101089 9.112429 23.605 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.006782 0.007796 -0.870 0.3851
## confirmed_7dav_incidence_prop 0.169017 0.176280 0.959 0.3385
## deaths_7dav_cumulative_prop 0.257405 0.173410 1.484 0.1388
## deaths_7dav_incidence_prop -2.595384 1.160480 -2.236 0.0261 *
## EmergDec1 -82.081229 18.563808 -4.422 1.39e-05 ***
## GathRestrict1 -42.954833 49.260783 -0.872 0.3839
## SchoolClose1 -8.520609 9.198931 -0.926 0.3551
## BarRestrict1 59.293340 46.804578 1.267 0.2063
## PublicMask1 27.276703 10.643012 2.563 0.0109 *
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -10.200468 10.183883 -1.002 0.3174
## weekend1 -8.395585 5.555139 -1.511 0.1318
## holiday1 -43.494308 14.815961 -2.936 0.0036 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 42.98 on 285 degrees of freedom
## Multiple R-squared: 0.2452, Adjusted R-squared: 0.2134
## F-statistic: 7.714 on 12 and 285 DF, p-value: 2.111e-12
##
## 48395
## "Robertson County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -136.052 -33.169 -1.481 29.716 215.057
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 193.87969 11.30847 17.145 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.04567 0.01717 2.660 0.00826 **
## confirmed_7dav_incidence_prop 0.15582 0.33919 0.459 0.64630
## deaths_7dav_cumulative_prop -1.55007 0.91151 -1.701 0.09012 .
## deaths_7dav_incidence_prop -11.91822 8.92752 -1.335 0.18294
## EmergDec1 -29.48558 23.03805 -1.280 0.20163
## GathRestrict1 -151.68859 62.09664 -2.443 0.01518 *
## SchoolClose1 61.47525 16.31404 3.768 0.00020 ***
## BarRestrict1 65.23153 58.06041 1.124 0.26217
## PublicMask1 35.35990 13.11417 2.696 0.00743 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -1.45098 12.95552 -0.112 0.91090
## weekend1 -16.54346 6.89408 -2.400 0.01705 *
## holiday1 -2.68400 18.29278 -0.147 0.88345
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 53.34 on 285 degrees of freedom
## Multiple R-squared: 0.153, Adjusted R-squared: 0.1173
## F-statistic: 4.29 on 12 and 285 DF, p-value: 2.96e-06
##
## 48397
## "Rockwall County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -855.24 -142.57 -36.52 148.26 668.05
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1414.7398 50.2124 28.175 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.1088 0.1231 -0.883 0.3778
## confirmed_7dav_incidence_prop 0.8052 2.0144 0.400 0.6897
## deaths_7dav_cumulative_prop 10.7134 8.4409 1.269 0.2054
## deaths_7dav_incidence_prop 25.9881 87.1428 0.298 0.7657
## EmergDec1 -717.2115 102.2947 -7.011 1.72e-11 ***
## GathRestrict1 -590.2080 272.8599 -2.163 0.0314 *
## SchoolClose1 -71.5154 56.4272 -1.267 0.2060
## BarRestrict1 447.1800 259.4826 1.723 0.0859 .
## PublicMask1 543.0643 70.3280 7.722 1.96e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -65.1460 62.6160 -1.040 0.2990
## weekend1 333.2094 30.6169 10.883 < 2e-16 ***
## holiday1 -63.3709 81.2779 -0.780 0.4362
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 236.8 on 285 degrees of freedom
## Multiple R-squared: 0.6717, Adjusted R-squared: 0.6578
## F-statistic: 48.59 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48399
## "Runnels County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -206.19 -59.91 -5.47 46.18 482.29
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.311e+02 1.917e+01 12.056 < 2e-16 ***
## confirmed_7dav_cumulative_prop -7.092e-03 3.283e-02 -0.216 0.82912
## confirmed_7dav_incidence_prop -2.941e-01 4.176e-01 -0.704 0.48180
## deaths_7dav_cumulative_prop 1.530e-01 8.237e-01 0.186 0.85277
## deaths_7dav_incidence_prop 1.580e+00 7.524e+00 0.210 0.83379
## EmergDec1 -1.076e+02 3.905e+01 -2.756 0.00622 **
## GathRestrict1 -6.124e+00 1.067e+02 -0.057 0.95425
## SchoolClose1 -7.289e+01 3.246e+01 -2.246 0.02550 *
## BarRestrict1 8.524e+01 9.834e+01 0.867 0.38679
## PublicMask1 5.991e+01 2.209e+01 2.712 0.00709 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 1.775e+01 2.145e+01 0.827 0.40869
## weekend1 9.212e+00 1.169e+01 0.788 0.43129
## holiday1 -1.162e+01 3.097e+01 -0.375 0.70791
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 90.4 on 285 degrees of freedom
## Multiple R-squared: 0.1868, Adjusted R-squared: 0.1525
## F-statistic: 5.454 on 12 and 285 DF, p-value: 2.329e-08
##
## 48401
## "Rusk County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -203.270 -27.922 -2.769 26.360 136.957
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 280.31637 8.92024 31.425 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01531 0.01336 -1.146 0.25258
## confirmed_7dav_incidence_prop 0.27274 0.21606 1.262 0.20786
## deaths_7dav_cumulative_prop 0.71839 0.34636 2.074 0.03897 *
## deaths_7dav_incidence_prop 6.04033 7.71263 0.783 0.43417
## EmergDec1 -103.07724 18.17266 -5.672 3.46e-08 ***
## GathRestrict1 -132.65183 48.64671 -2.727 0.00679 **
## SchoolClose1 10.01500 11.36004 0.882 0.37874
## BarRestrict1 105.86805 45.81784 2.311 0.02157 *
## PublicMask1 82.96221 10.32588 8.034 2.51e-14 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -2.37181 10.13697 -0.234 0.81517
## weekend1 7.94960 5.43800 1.462 0.14488
## holiday1 -3.62740 14.40063 -0.252 0.80131
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 42.07 on 285 degrees of freedom
## Multiple R-squared: 0.4236, Adjusted R-squared: 0.3993
## F-statistic: 17.46 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48405
## "San Augustine County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -183.43 -34.77 -4.86 34.60 162.32
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 205.84464 11.08033 18.577 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.06860 0.03537 1.939 0.05345 .
## confirmed_7dav_incidence_prop 0.94335 0.36046 2.617 0.00934 **
## deaths_7dav_cumulative_prop -0.82759 0.48455 -1.708 0.08873 .
## deaths_7dav_incidence_prop -2.45509 2.92715 -0.839 0.40232
## EmergDec1 -18.97703 22.57272 -0.841 0.40122
## GathRestrict1 -62.85104 61.16328 -1.028 0.30501
## SchoolClose1 25.79395 16.53784 1.560 0.11994
## BarRestrict1 23.92368 57.35630 0.417 0.67691
## PublicMask1 7.35981 13.62371 0.540 0.58947
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 23.59637 13.40727 1.760 0.07949 .
## weekend1 -68.61692 6.75519 -10.158 < 2e-16 ***
## holiday1 -51.73853 17.95079 -2.882 0.00425 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 52.26 on 285 degrees of freedom
## Multiple R-squared: 0.3192, Adjusted R-squared: 0.2906
## F-statistic: 11.14 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48407
## "San Jacinto County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -106.296 -23.845 -2.057 20.979 110.435
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 184.59948 7.41811 24.885 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.05865 0.04091 1.433 0.15283
## confirmed_7dav_incidence_prop 1.27729 0.52085 2.452 0.01479 *
## deaths_7dav_cumulative_prop -1.34602 0.50996 -2.639 0.00876 **
## deaths_7dav_incidence_prop 11.46893 5.08459 2.256 0.02485 *
## EmergDec1 -9.43740 15.11252 -0.624 0.53281
## GathRestrict1 -181.12439 42.29792 -4.282 2.53e-05 ***
## SchoolClose1 18.04857 15.24051 1.184 0.23730
## BarRestrict1 79.89971 38.11246 2.096 0.03693 *
## PublicMask1 46.06515 8.76156 5.258 2.87e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 7.28593 8.58468 0.849 0.39675
## weekend1 10.96460 4.52209 2.425 0.01594 *
## holiday1 13.11078 11.97845 1.095 0.27465
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 34.99 on 285 degrees of freedom
## Multiple R-squared: 0.3875, Adjusted R-squared: 0.3617
## F-statistic: 15.03 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48409
## "San Patricio County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -446.69 -95.28 -5.97 78.33 446.67
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 835.57727 30.92074 27.023 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.05168 0.09272 0.557 0.577661
## confirmed_7dav_incidence_prop -5.18389 1.53100 -3.386 0.000809 ***
## deaths_7dav_cumulative_prop -1.20048 1.68721 -0.712 0.477347
## deaths_7dav_incidence_prop 17.30436 15.49871 1.117 0.265147
## EmergDec1 -281.08256 62.99111 -4.462 1.17e-05 ***
## GathRestrict1 -549.87113 176.96901 -3.107 0.002080 **
## SchoolClose1 -102.57905 67.03883 -1.530 0.127090
## BarRestrict1 380.70327 158.83112 2.397 0.017178 *
## PublicMask1 305.11890 35.89657 8.500 1.08e-15 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -142.89028 35.17929 -4.062 6.30e-05 ***
## weekend1 127.87131 18.85739 6.781 6.87e-11 ***
## holiday1 51.89331 50.03783 1.037 0.300577
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 145.8 on 285 degrees of freedom
## Multiple R-squared: 0.6512, Adjusted R-squared: 0.6365
## F-statistic: 44.34 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48415
## "Scurry County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -40.155 -14.901 -0.099 12.281 68.071
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 58.409226 4.064216 14.372 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.005796 0.003842 -1.508 0.13254
## confirmed_7dav_incidence_prop 0.066515 0.033569 1.981 0.04851 *
## deaths_7dav_cumulative_prop 0.154753 0.196126 0.789 0.43074
## deaths_7dav_incidence_prop 0.301175 1.894692 0.159 0.87382
## EmergDec1 -13.408043 8.279696 -1.619 0.10647
## GathRestrict1 2.538209 23.443082 0.108 0.91386
## SchoolClose1 -22.428444 9.107563 -2.463 0.01438 *
## BarRestrict1 9.274499 20.857216 0.445 0.65690
## PublicMask1 7.962304 4.700478 1.694 0.09137 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 3.388441 4.641376 0.730 0.46596
## weekend1 -8.472380 2.477874 -3.419 0.00072 ***
## holiday1 -3.668662 6.570214 -0.558 0.57702
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 19.17 on 285 degrees of freedom
## Multiple R-squared: 0.1514, Adjusted R-squared: 0.1157
## F-statistic: 4.239 on 12 and 285 DF, p-value: 3.657e-06
##
## 48417
## "Shackelford County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -487.53 -149.18 -23.51 132.24 745.21
##
## Coefficients: (3 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1402.89748 45.94328 30.535 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.09425 0.05553 1.697 0.090716 .
## confirmed_7dav_incidence_prop -7.46241 2.12761 -3.507 0.000525 ***
## deaths_7dav_cumulative_prop NA NA NA NA
## deaths_7dav_incidence_prop NA NA NA NA
## EmergDec1 -518.93084 93.59798 -5.544 6.69e-08 ***
## GathRestrict1 -856.63303 249.49020 -3.434 0.000684 ***
## SchoolClose1 -82.58827 53.58775 -1.541 0.124375
## BarRestrict1 522.28046 235.69372 2.216 0.027481 *
## PublicMask1 496.10161 53.16344 9.332 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -139.47117 51.46821 -2.710 0.007136 **
## weekend1 291.27223 28.01197 10.398 < 2e-16 ***
## holiday1 -43.13122 74.06627 -0.582 0.560800
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 216.7 on 287 degrees of freedom
## Multiple R-squared: 0.6862, Adjusted R-squared: 0.6752
## F-statistic: 62.75 on 10 and 287 DF, p-value: < 2.2e-16
##
## 48419
## "Shelby County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -182.041 -34.873 -2.933 33.904 174.380
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 205.45358 11.14208 18.439 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.03783 0.04023 0.940 0.34781
## confirmed_7dav_incidence_prop 1.26030 0.66734 1.889 0.05997 .
## deaths_7dav_cumulative_prop -0.11437 0.49942 -0.229 0.81902
## deaths_7dav_incidence_prop 4.81804 4.53836 1.062 0.28930
## EmergDec1 -18.64888 22.69894 -0.822 0.41201
## GathRestrict1 -89.96965 60.97747 -1.475 0.14119
## SchoolClose1 45.08211 15.46205 2.916 0.00383 **
## BarRestrict1 27.82494 57.81808 0.481 0.63071
## PublicMask1 -5.03188 18.53842 -0.271 0.78626
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 9.05372 13.85674 0.653 0.51404
## weekend1 -68.39670 6.79266 -10.069 < 2e-16 ***
## holiday1 -44.06537 18.02371 -2.445 0.01510 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 52.55 on 285 degrees of freedom
## Multiple R-squared: 0.3116, Adjusted R-squared: 0.2826
## F-statistic: 10.75 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48423
## "Smith County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -638.53 -130.62 -27.71 101.58 596.40
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1287.4666 41.1258 31.306 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.1426 0.1784 -0.799 0.42478
## confirmed_7dav_incidence_prop 0.1203 2.3799 0.051 0.95971
## deaths_7dav_cumulative_prop 0.8364 3.4108 0.245 0.80645
## deaths_7dav_incidence_prop -11.3087 67.9713 -0.166 0.86798
## EmergDec1 -633.1848 83.7822 -7.558 5.64e-13 ***
## GathRestrict1 -541.9406 247.9123 -2.186 0.02963 *
## SchoolClose1 -122.7558 117.0960 -1.048 0.29537
## BarRestrict1 467.9881 211.3726 2.214 0.02762 *
## PublicMask1 571.0010 48.4040 11.797 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -139.2843 47.4362 -2.936 0.00359 **
## weekend1 206.0103 25.0730 8.216 7.42e-15 ***
## holiday1 -25.3938 66.7065 -0.381 0.70372
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 194 on 285 degrees of freedom
## Multiple R-squared: 0.6791, Adjusted R-squared: 0.6656
## F-statistic: 50.27 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48425
## "Somervell County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -253.12 -71.28 -4.65 63.01 354.57
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 355.15063 22.53075 15.763 <2e-16 ***
## confirmed_7dav_cumulative_prop -0.01931 0.03290 -0.587 0.5578
## confirmed_7dav_incidence_prop -0.39608 0.88148 -0.449 0.6535
## deaths_7dav_cumulative_prop 0.52449 0.88221 0.595 0.5526
## deaths_7dav_incidence_prop -5.64788 9.51009 -0.594 0.5531
## EmergDec1 -58.61130 45.90080 -1.277 0.2027
## GathRestrict1 -118.64647 122.34036 -0.970 0.3330
## SchoolClose1 -22.70530 25.59848 -0.887 0.3758
## BarRestrict1 121.55135 115.66685 1.051 0.2942
## PublicMask1 77.17397 25.95793 2.973 0.0032 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 15.70886 25.26530 0.622 0.5346
## weekend1 10.69724 13.73939 0.779 0.4369
## holiday1 -72.59356 36.47362 -1.990 0.0475 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 106.3 on 285 degrees of freedom
## Multiple R-squared: 0.09747, Adjusted R-squared: 0.05947
## F-statistic: 2.565 on 12 and 285 DF, p-value: 0.003062
##
## 48427
## "Starr County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -93.418 -19.193 -0.978 19.955 207.358
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 149.376716 6.852443 21.799 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.017452 0.008722 -2.001 0.04635 *
## confirmed_7dav_incidence_prop -0.232338 0.145490 -1.597 0.11139
## deaths_7dav_cumulative_prop 0.305988 0.152328 2.009 0.04551 *
## deaths_7dav_incidence_prop -3.574227 2.183685 -1.637 0.10278
## EmergDec1 -44.613052 13.959210 -3.196 0.00155 **
## GathRestrict1 -57.357587 39.829629 -1.440 0.15094
## SchoolClose1 -21.267439 15.717552 -1.353 0.17710
## BarRestrict1 17.402434 35.279147 0.493 0.62220
## PublicMask1 53.428383 7.985411 6.691 1.17e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -18.170264 8.052291 -2.257 0.02479 *
## weekend1 18.041206 4.177769 4.318 2.17e-05 ***
## holiday1 -6.874241 11.180561 -0.615 0.53915
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 32.32 on 285 degrees of freedom
## Multiple R-squared: 0.5195, Adjusted R-squared: 0.4993
## F-statistic: 25.68 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48429
## "Stephens County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -191.98 -43.15 -9.27 36.16 518.01
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 74.88136 15.73138 4.760 3.08e-06 ***
## confirmed_7dav_cumulative_prop -0.01765 0.02091 -0.844 0.399215
## confirmed_7dav_incidence_prop -0.14162 0.18661 -0.759 0.448517
## deaths_7dav_cumulative_prop 1.03480 0.96745 1.070 0.285699
## deaths_7dav_incidence_prop 0.84585 6.08895 0.139 0.889615
## EmergDec1 -8.76372 32.04666 -0.273 0.784692
## GathRestrict1 -4.76094 85.64516 -0.056 0.955708
## SchoolClose1 37.86710 19.92327 1.901 0.058357 .
## BarRestrict1 -78.53255 80.73557 -0.973 0.331521
## PublicMask1 249.54736 18.11498 13.776 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 59.12707 17.57704 3.364 0.000874 ***
## weekend1 -3.36650 9.59636 -0.351 0.725990
## holiday1 -34.73083 25.54039 -1.360 0.174955
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 74.2 on 285 degrees of freedom
## Multiple R-squared: 0.5765, Adjusted R-squared: 0.5587
## F-statistic: 32.33 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48437
## "Swisher County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -165.89 -42.02 -10.21 39.43 296.66
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 4.256e+02 1.468e+01 28.983 < 2e-16 ***
## confirmed_7dav_cumulative_prop 7.242e-03 2.982e-02 0.243 0.808269
## confirmed_7dav_incidence_prop -5.911e-01 4.678e-01 -1.264 0.207423
## deaths_7dav_cumulative_prop -5.073e-01 7.684e-01 -0.660 0.509618
## deaths_7dav_incidence_prop -4.324e-01 4.322e+00 -0.100 0.920374
## EmergDec1 -1.860e+02 2.991e+01 -6.219 1.78e-09 ***
## GathRestrict1 -2.394e+02 8.007e+01 -2.989 0.003039 **
## SchoolClose1 -5.512e+01 1.649e+01 -3.342 0.000944 ***
## BarRestrict1 1.936e+02 7.547e+01 2.565 0.010828 *
## PublicMask1 1.239e+02 1.714e+01 7.229 4.48e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -2.843e+01 1.649e+01 -1.724 0.085735 .
## weekend1 6.668e+01 8.954e+00 7.447 1.14e-12 ***
## holiday1 4.094e+01 2.397e+01 1.708 0.088741 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 69.25 on 285 degrees of freedom
## Multiple R-squared: 0.6076, Adjusted R-squared: 0.5911
## F-statistic: 36.77 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48439
## "Tarrant County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -316.71 -61.80 -14.28 52.50 313.08
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 778.38090 22.06462 35.277 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.16363 0.06582 -2.486 0.01349 *
## confirmed_7dav_incidence_prop 0.57329 1.18822 0.482 0.62983
## deaths_7dav_cumulative_prop 12.46366 5.12134 2.434 0.01556 *
## deaths_7dav_incidence_prop 244.51039 112.11871 2.181 0.03001 *
## EmergDec1 -428.32214 44.95187 -9.528 < 2e-16 ***
## GathRestrict1 -320.28181 122.21122 -2.621 0.00925 **
## SchoolClose1 -14.46600 34.91178 -0.414 0.67892
## BarRestrict1 214.07732 113.82385 1.881 0.06102 .
## PublicMask1 183.99066 34.61889 5.315 2.16e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -72.82766 25.56012 -2.849 0.00470 **
## weekend1 135.38627 13.45892 10.059 < 2e-16 ***
## holiday1 -26.50313 35.61383 -0.744 0.45738
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 104.1 on 285 degrees of freedom
## Multiple R-squared: 0.7146, Adjusted R-squared: 0.7026
## F-statistic: 59.46 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48441
## "Taylor County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -597.2 -112.3 -27.8 111.5 438.7
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1273.28807 38.21598 33.318 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.01409 0.18217 0.077 0.938415
## confirmed_7dav_incidence_prop -4.16226 2.43952 -1.706 0.089063 .
## deaths_7dav_cumulative_prop 1.07254 3.41695 0.314 0.753835
## deaths_7dav_incidence_prop 3.29121 58.41344 0.056 0.955108
## EmergDec1 -447.11710 77.85457 -5.743 2.38e-08 ***
## GathRestrict1 -785.61241 209.72262 -3.746 0.000217 ***
## SchoolClose1 -40.62975 54.26494 -0.749 0.454638
## BarRestrict1 494.96851 196.36149 2.521 0.012258 *
## PublicMask1 472.03374 47.43044 9.952 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -148.92650 43.28486 -3.441 0.000667 ***
## weekend1 235.83494 23.30420 10.120 < 2e-16 ***
## holiday1 -27.76145 61.63818 -0.450 0.652769
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 180.3 on 285 degrees of freedom
## Multiple R-squared: 0.7111, Adjusted R-squared: 0.6989
## F-statistic: 58.45 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48449
## "Titus County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -209.451 -44.405 -5.825 32.683 248.610
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 4.172e+02 1.426e+01 29.258 < 2e-16 ***
## confirmed_7dav_cumulative_prop 3.573e-03 1.268e-02 0.282 0.7783
## confirmed_7dav_incidence_prop -3.059e-01 2.961e-01 -1.033 0.3024
## deaths_7dav_cumulative_prop -1.641e-01 3.486e-01 -0.471 0.6382
## deaths_7dav_incidence_prop 2.862e+00 7.446e+00 0.384 0.7009
## EmergDec1 -1.377e+02 2.905e+01 -4.740 3.37e-06 ***
## GathRestrict1 -1.875e+02 7.899e+01 -2.374 0.0183 *
## SchoolClose1 -1.432e+01 2.272e+01 -0.630 0.5289
## BarRestrict1 8.576e+01 7.429e+01 1.154 0.2493
## PublicMask1 1.496e+02 2.005e+01 7.463 1.03e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -1.352e+01 2.168e+01 -0.624 0.5332
## weekend1 2.712e+01 8.695e+00 3.119 0.0020 **
## holiday1 -4.351e+01 2.301e+01 -1.891 0.0596 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 67.27 on 285 degrees of freedom
## Multiple R-squared: 0.5455, Adjusted R-squared: 0.5263
## F-statistic: 28.5 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48451
## "Tom Green County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -396.43 -66.13 -9.60 54.52 365.82
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 8.055e+02 2.160e+01 37.284 < 2e-16 ***
## confirmed_7dav_cumulative_prop 5.956e-04 9.632e-02 0.006 0.9951
## confirmed_7dav_incidence_prop -1.980e+00 1.165e+00 -1.700 0.0902 .
## deaths_7dav_cumulative_prop -5.474e-01 1.790e+00 -0.306 0.7600
## deaths_7dav_incidence_prop -1.418e+00 1.510e+01 -0.094 0.9252
## EmergDec1 -2.991e+02 4.401e+01 -6.795 6.32e-11 ***
## GathRestrict1 -3.915e+02 1.381e+02 -2.835 0.0049 **
## SchoolClose1 -5.855e+01 7.546e+01 -0.776 0.4385
## BarRestrict1 2.749e+02 1.110e+02 2.477 0.0138 *
## PublicMask1 2.819e+02 2.523e+01 11.172 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -6.329e+01 2.489e+01 -2.542 0.0115 *
## weekend1 7.371e+01 1.317e+01 5.596 5.15e-08 ***
## holiday1 -3.123e+01 3.488e+01 -0.895 0.3714
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 101.9 on 285 degrees of freedom
## Multiple R-squared: 0.6793, Adjusted R-squared: 0.6658
## F-statistic: 50.31 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48453
## "Travis County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -148.154 -31.638 -6.533 23.124 177.473
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 453.75955 10.34252 43.873 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.05974 0.03822 -1.563 0.1192
## confirmed_7dav_incidence_prop -0.04886 0.71367 -0.068 0.9455
## deaths_7dav_cumulative_prop 4.68867 2.62304 1.787 0.0749 .
## deaths_7dav_incidence_prop 83.38643 34.47077 2.419 0.0162 *
## EmergDec1 -264.51268 21.07093 -12.553 < 2e-16 ***
## GathRestrict1 -128.52806 59.55738 -2.158 0.0318 *
## SchoolClose1 -33.74352 22.73231 -1.484 0.1388
## BarRestrict1 110.81903 53.51472 2.071 0.0393 *
## PublicMask1 73.79374 15.33975 4.811 2.44e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -50.58613 12.53060 -4.037 6.96e-05 ***
## weekend1 54.21529 6.30539 8.598 5.47e-16 ***
## holiday1 -18.15758 16.70042 -1.087 0.2778
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 48.78 on 285 degrees of freedom
## Multiple R-squared: 0.7709, Adjusted R-squared: 0.7612
## F-statistic: 79.9 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48455
## "Trinity County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -86.39 -26.23 0.24 25.70 97.76
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 155.90761 7.70273 20.241 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.01541 0.04243 0.363 0.71672
## confirmed_7dav_incidence_prop -0.41373 0.57189 -0.723 0.47000
## deaths_7dav_cumulative_prop 0.07616 0.74862 0.102 0.91904
## deaths_7dav_incidence_prop -6.26290 4.92871 -1.271 0.20487
## EmergDec1 -79.72403 15.69243 -5.080 6.82e-07 ***
## GathRestrict1 -120.19065 46.03735 -2.611 0.00951 **
## SchoolClose1 -8.96301 20.89382 -0.429 0.66826
## BarRestrict1 98.23159 39.59206 2.481 0.01367 *
## PublicMask1 75.09628 9.37979 8.006 3.03e-14 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -28.13452 8.96158 -3.139 0.00187 **
## weekend1 61.47234 4.69559 13.091 < 2e-16 ***
## holiday1 17.98234 12.43830 1.446 0.14935
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 36.33 on 285 degrees of freedom
## Multiple R-squared: 0.6939, Adjusted R-squared: 0.681
## F-statistic: 53.83 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48457
## "Tyler County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -182.943 -35.670 -3.929 30.705 233.814
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 221.08489 13.03914 16.955 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.03859 0.03682 -1.048 0.29556
## confirmed_7dav_incidence_prop -0.40682 0.69197 -0.588 0.55705
## deaths_7dav_cumulative_prop 3.14124 2.02567 1.551 0.12208
## deaths_7dav_incidence_prop -14.79313 14.72411 -1.005 0.31590
## EmergDec1 -113.84671 26.56336 -4.286 2.49e-05 ***
## GathRestrict1 -104.17174 71.63308 -1.454 0.14698
## SchoolClose1 7.05976 18.89765 0.374 0.70900
## BarRestrict1 59.24548 66.92911 0.885 0.37680
## PublicMask1 109.17922 15.10128 7.230 4.46e-12 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -17.58081 14.63608 -1.201 0.23067
## weekend1 21.31567 7.95247 2.680 0.00778 **
## holiday1 1.84339 21.07366 0.087 0.93036
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 61.5 on 285 degrees of freedom
## Multiple R-squared: 0.4053, Adjusted R-squared: 0.3803
## F-statistic: 16.19 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48459
## "Upshur County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -222.358 -38.903 1.305 37.158 194.452
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 333.71423 12.42490 26.859 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.03241 0.07017 0.462 0.644534
## confirmed_7dav_incidence_prop 0.69521 1.28789 0.540 0.589754
## deaths_7dav_cumulative_prop -1.32343 1.57250 -0.842 0.400714
## deaths_7dav_incidence_prop -24.28683 13.43832 -1.807 0.071773 .
## EmergDec1 -70.64318 25.31059 -2.791 0.005609 **
## GathRestrict1 -98.89455 70.04045 -1.412 0.159052
## SchoolClose1 19.03701 23.65226 0.805 0.421565
## BarRestrict1 86.89966 63.86643 1.361 0.174700
## PublicMask1 66.10987 14.69786 4.498 1e-05 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 30.85035 14.31821 2.155 0.032029 *
## weekend1 -28.63996 7.57727 -3.780 0.000191 ***
## holiday1 -49.74695 20.19275 -2.464 0.014346 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 58.6 on 285 degrees of freedom
## Multiple R-squared: 0.2246, Adjusted R-squared: 0.192
## F-statistic: 6.88 on 12 and 285 DF, p-value: 6.336e-11
##
## 48463
## "Uvalde County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -126.412 -26.026 -1.241 28.061 116.597
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.386e+02 8.642e+00 27.612 < 2e-16 ***
## confirmed_7dav_cumulative_prop -4.178e-04 1.284e-02 -0.033 0.974056
## confirmed_7dav_incidence_prop -4.259e-01 2.641e-01 -1.612 0.107961
## deaths_7dav_cumulative_prop -5.753e-02 2.394e-01 -0.240 0.810286
## deaths_7dav_incidence_prop 5.500e+00 3.392e+00 1.621 0.106086
## EmergDec1 -6.064e+01 1.761e+01 -3.445 0.000658 ***
## GathRestrict1 -1.170e+02 4.811e+01 -2.433 0.015595 *
## SchoolClose1 2.440e+00 1.481e+01 0.165 0.869211
## BarRestrict1 4.368e+01 4.440e+01 0.984 0.326072
## PublicMask1 7.763e+01 9.995e+00 7.767 1.45e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -1.699e+00 9.932e+00 -0.171 0.864329
## weekend1 -1.137e+01 5.269e+00 -2.157 0.031819 *
## holiday1 -1.123e+01 1.396e+01 -0.805 0.421770
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 40.76 on 285 degrees of freedom
## Multiple R-squared: 0.4228, Adjusted R-squared: 0.3985
## F-statistic: 17.39 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48465
## "Val Verde County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -117.604 -26.394 -2.894 25.826 115.323
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 279.48851 8.16795 34.218 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.00516 0.00825 -0.625 0.53215
## confirmed_7dav_incidence_prop -0.08250 0.07650 -1.079 0.28170
## deaths_7dav_cumulative_prop 0.09104 0.13936 0.653 0.51412
## deaths_7dav_incidence_prop -0.73355 2.49599 -0.294 0.76905
## EmergDec1 -130.80892 16.63914 -7.862 7.86e-14 ***
## GathRestrict1 -149.46481 45.65314 -3.274 0.00119 **
## SchoolClose1 -3.25821 14.11147 -0.231 0.81757
## BarRestrict1 83.64348 41.91839 1.995 0.04695 *
## PublicMask1 83.43040 9.42448 8.853 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -24.34445 9.21466 -2.642 0.00870 **
## weekend1 30.36888 4.98185 6.096 3.53e-09 ***
## holiday1 2.66126 13.24608 0.201 0.84091
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 38.52 on 285 degrees of freedom
## Multiple R-squared: 0.6682, Adjusted R-squared: 0.6543
## F-statistic: 47.84 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48467
## "Van Zandt County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -258.22 -76.52 -10.97 59.35 391.56
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 596.12041 23.68564 25.168 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.04052 0.07207 0.562 0.5744
## confirmed_7dav_incidence_prop -2.72552 1.28049 -2.129 0.0342 *
## deaths_7dav_cumulative_prop -0.83753 1.40634 -0.596 0.5520
## deaths_7dav_incidence_prop 8.83360 15.58780 0.567 0.5714
## EmergDec1 -237.02852 48.25326 -4.912 1.52e-06 ***
## GathRestrict1 -319.62672 129.75422 -2.463 0.0144 *
## SchoolClose1 -22.14776 31.73076 -0.698 0.4858
## BarRestrict1 243.80639 121.57562 2.005 0.0459 *
## PublicMask1 209.82033 27.38627 7.662 2.89e-13 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -28.57282 26.82296 -1.065 0.2877
## weekend1 112.18241 14.44259 7.767 1.45e-13 ***
## holiday1 9.90166 38.30843 0.258 0.7962
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 111.7 on 285 degrees of freedom
## Multiple R-squared: 0.5091, Adjusted R-squared: 0.4884
## F-statistic: 24.63 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48469
## "Victoria County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -326.94 -73.75 -10.43 63.58 344.65
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 774.23149 23.34903 33.159 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.06579 0.03222 2.042 0.04204 *
## confirmed_7dav_incidence_prop -1.87413 0.45110 -4.155 4.31e-05 ***
## deaths_7dav_cumulative_prop -3.03828 1.08755 -2.794 0.00556 **
## deaths_7dav_incidence_prop -40.54778 16.77647 -2.417 0.01628 *
## EmergDec1 -132.87010 47.56816 -2.793 0.00557 **
## GathRestrict1 -565.73659 136.96442 -4.131 4.76e-05 ***
## SchoolClose1 38.87815 57.72801 0.673 0.50119
## BarRestrict1 213.58293 120.00604 1.780 0.07618 .
## PublicMask1 269.93963 27.41725 9.846 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -64.61074 26.95311 -2.397 0.01717 *
## weekend1 75.85943 14.23422 5.329 2.01e-07 ***
## holiday1 -50.14767 37.68322 -1.331 0.18433
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 110.1 on 285 degrees of freedom
## Multiple R-squared: 0.6061, Adjusted R-squared: 0.5896
## F-statistic: 36.55 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48471
## "Walker County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -315.63 -38.42 -0.64 42.23 358.36
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 583.32791 16.37739 35.618 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.05474 0.01227 4.463 1.17e-05 ***
## confirmed_7dav_incidence_prop -0.05207 0.15921 -0.327 0.7439
## deaths_7dav_cumulative_prop -2.69101 0.65723 -4.094 5.52e-05 ***
## deaths_7dav_incidence_prop 6.15187 7.89393 0.779 0.4364
## EmergDec1 -301.83982 33.36362 -9.047 < 2e-16 ***
## GathRestrict1 -183.49705 90.12519 -2.036 0.0427 *
## SchoolClose1 -5.30851 23.23236 -0.228 0.8194
## BarRestrict1 109.79467 84.81028 1.295 0.1965
## PublicMask1 121.26192 23.67866 5.121 5.60e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -36.38025 22.03637 -1.651 0.0999 .
## weekend1 -1.99555 9.98439 -0.200 0.8417
## holiday1 -27.47788 26.58684 -1.034 0.3022
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 77.24 on 285 degrees of freedom
## Multiple R-squared: 0.6608, Adjusted R-squared: 0.6465
## F-statistic: 46.27 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48473
## "Waller County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -83.018 -22.085 0.087 18.878 136.434
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 181.15629 6.99505 25.898 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.02066 0.03220 0.642 0.52165
## confirmed_7dav_incidence_prop 2.67815 0.54336 4.929 1.41e-06 ***
## deaths_7dav_cumulative_prop -1.42281 1.51370 -0.940 0.34804
## deaths_7dav_incidence_prop -2.61829 10.75232 -0.244 0.80779
## EmergDec1 -22.73016 14.25069 -1.595 0.11182
## GathRestrict1 -89.12574 38.70174 -2.303 0.02201 *
## SchoolClose1 26.07917 10.79701 2.415 0.01635 *
## BarRestrict1 46.63317 35.96465 1.297 0.19580
## PublicMask1 39.62849 8.40852 4.713 3.82e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -25.54303 8.11063 -3.149 0.00181 **
## weekend1 -28.20246 4.26526 -6.612 1.86e-10 ***
## holiday1 -20.21728 11.28857 -1.791 0.07436 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 32.99 on 285 degrees of freedom
## Multiple R-squared: 0.534, Adjusted R-squared: 0.5144
## F-statistic: 27.22 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48475
## "Ward County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -306.428 -52.634 4.487 54.404 286.439
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 449.68015 19.68231 22.847 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.02384 0.02247 1.061 0.289483
## confirmed_7dav_incidence_prop -1.31083 0.34920 -3.754 0.000211 ***
## deaths_7dav_cumulative_prop 1.14663 1.85058 0.620 0.536012
## deaths_7dav_incidence_prop -15.59779 11.77237 -1.325 0.186250
## EmergDec1 -123.50241 40.09650 -3.080 0.002271 **
## GathRestrict1 -64.34666 106.27863 -0.605 0.545360
## SchoolClose1 -91.57269 18.80584 -4.869 1.86e-06 ***
## BarRestrict1 -14.72117 100.99179 -0.146 0.884209
## PublicMask1 85.71895 22.69278 3.777 0.000193 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -32.98912 22.17115 -1.488 0.137875
## weekend1 -47.62884 12.00694 -3.967 9.22e-05 ***
## holiday1 -44.47338 31.80569 -1.398 0.163115
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 92.83 on 285 degrees of freedom
## Multiple R-squared: 0.547, Adjusted R-squared: 0.5279
## F-statistic: 28.68 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48477
## "Washington County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -125.873 -37.197 -2.213 27.503 279.411
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 270.96031 12.42502 21.808 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.04570 0.02383 -1.918 0.05611 .
## confirmed_7dav_incidence_prop 0.06839 0.54367 0.126 0.89999
## deaths_7dav_cumulative_prop 0.96200 0.55221 1.742 0.08257 .
## deaths_7dav_incidence_prop 11.09252 6.76625 1.639 0.10224
## EmergDec1 -110.12839 25.31244 -4.351 1.89e-05 ***
## GathRestrict1 -191.02606 68.06947 -2.806 0.00536 **
## SchoolClose1 -20.29773 16.98745 -1.195 0.23313
## BarRestrict1 110.47967 64.26267 1.719 0.08667 .
## PublicMask1 88.98028 25.56890 3.480 0.00058 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -38.09646 15.55000 -2.450 0.01489 *
## weekend1 64.37438 7.57505 8.498 1.09e-15 ***
## holiday1 10.04666 20.10637 0.500 0.61769
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 58.6 on 285 degrees of freedom
## Multiple R-squared: 0.6114, Adjusted R-squared: 0.595
## F-statistic: 37.36 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48479
## "Webb County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -310.052 -44.046 -8.409 41.095 303.104
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 716.12525 15.78611 45.364 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01246 0.02340 -0.533 0.594755
## confirmed_7dav_incidence_prop -0.34000 0.29712 -1.144 0.253458
## deaths_7dav_cumulative_prop 0.99375 1.01007 0.984 0.326025
## deaths_7dav_incidence_prop -11.12997 15.25877 -0.729 0.466347
## EmergDec1 -345.68381 32.15992 -10.749 < 2e-16 ***
## GathRestrict1 -290.45394 87.22166 -3.330 0.000983 ***
## SchoolClose1 -26.89949 24.14484 -1.114 0.266180
## BarRestrict1 158.67158 81.15692 1.955 0.051546 .
## PublicMask1 123.07758 18.30371 6.724 9.63e-11 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -62.79434 17.81372 -3.525 0.000493 ***
## weekend1 70.07063 9.62547 7.280 3.27e-12 ***
## holiday1 -19.23209 25.51977 -0.754 0.451702
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 74.46 on 285 degrees of freedom
## Multiple R-squared: 0.7736, Adjusted R-squared: 0.7641
## F-statistic: 81.15 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48481
## "Wharton County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -186.349 -34.786 -6.287 29.459 191.316
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 279.62597 11.04171 25.325 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.06261 0.02258 -2.772 0.005936 **
## confirmed_7dav_incidence_prop -0.12199 0.24286 -0.502 0.615858
## deaths_7dav_cumulative_prop 1.60619 0.47984 3.347 0.000926 ***
## deaths_7dav_incidence_prop 0.46202 4.08273 0.113 0.909980
## EmergDec1 -119.17330 22.49474 -5.298 2.35e-07 ***
## GathRestrict1 -91.62907 62.36201 -1.469 0.142852
## SchoolClose1 -30.19365 20.95071 -1.441 0.150633
## BarRestrict1 48.92436 56.75561 0.862 0.389402
## PublicMask1 135.42949 13.02770 10.395 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -10.38123 12.74941 -0.814 0.416181
## weekend1 27.40004 6.73110 4.071 6.08e-05 ***
## holiday1 -34.19300 17.82983 -1.918 0.056143 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 52.08 on 285 degrees of freedom
## Multiple R-squared: 0.6249, Adjusted R-squared: 0.6091
## F-statistic: 39.57 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48485
## "Wichita County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -513.15 -98.39 -20.66 95.13 478.21
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1155.99137 34.57969 33.430 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.14345 0.09644 -1.488 0.1380
## confirmed_7dav_incidence_prop 1.30119 1.74022 0.748 0.4552
## deaths_7dav_cumulative_prop 3.85196 3.40408 1.132 0.2588
## deaths_7dav_incidence_prop 74.77096 44.03231 1.698 0.0906 .
## EmergDec1 -364.82798 70.44572 -5.179 4.23e-07 ***
## GathRestrict1 -535.72295 190.22457 -2.816 0.0052 **
## SchoolClose1 -108.19698 46.88942 -2.307 0.0217 *
## BarRestrict1 236.20732 177.53822 1.330 0.1844
## PublicMask1 457.39192 39.84693 11.479 < 2e-16 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -58.84913 38.77425 -1.518 0.1302
## weekend1 135.61036 21.08432 6.432 5.31e-10 ***
## holiday1 -69.66629 55.99234 -1.244 0.2144
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 163.1 on 285 degrees of freedom
## Multiple R-squared: 0.6662, Adjusted R-squared: 0.6521
## F-statistic: 47.39 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48487
## "Wilbarger County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -303.786 -43.686 0.827 41.825 233.470
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 386.97796 16.18046 23.916 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.04814 0.01533 3.140 0.00187 **
## confirmed_7dav_incidence_prop -0.24520 0.31896 -0.769 0.44268
## deaths_7dav_cumulative_prop -1.86907 0.71984 -2.597 0.00991 **
## deaths_7dav_incidence_prop -2.14402 6.23884 -0.344 0.73136
## EmergDec1 -94.39335 32.96277 -2.864 0.00450 **
## GathRestrict1 -158.29115 87.02085 -1.819 0.06996 .
## SchoolClose1 14.50166 14.06781 1.031 0.30349
## BarRestrict1 147.02360 83.00617 1.771 0.07759 .
## PublicMask1 25.34100 18.62961 1.360 0.17482
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -32.44493 18.06813 -1.796 0.07360 .
## weekend1 12.35014 9.87581 1.251 0.21213
## holiday1 -14.25445 26.16730 -0.545 0.58636
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 76.32 on 285 degrees of freedom
## Multiple R-squared: 0.2019, Adjusted R-squared: 0.1683
## F-statistic: 6.009 on 12 and 285 DF, p-value: 2.315e-09
##
## 48491
## "Williamson County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -295.14 -52.96 -12.21 43.77 234.92
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 585.62049 17.77402 32.948 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.07791 0.07762 -1.004 0.3163
## confirmed_7dav_incidence_prop 1.18208 1.09479 1.080 0.2812
## deaths_7dav_cumulative_prop 3.30781 5.06309 0.653 0.5141
## deaths_7dav_incidence_prop 36.06791 53.87288 0.670 0.5037
## EmergDec1 -294.38585 36.21006 -8.130 1.33e-14 ***
## GathRestrict1 -233.02214 98.36354 -2.369 0.0185 *
## SchoolClose1 -57.62754 28.49324 -2.022 0.0441 *
## BarRestrict1 203.58914 91.58007 2.223 0.0270 *
## PublicMask1 159.85364 23.88161 6.694 1.15e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -52.89561 21.01108 -2.518 0.0124 *
## weekend1 106.47652 10.83829 9.824 < 2e-16 ***
## holiday1 -9.97670 28.66840 -0.348 0.7281
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 83.83 on 285 degrees of freedom
## Multiple R-squared: 0.6674, Adjusted R-squared: 0.6534
## F-statistic: 47.65 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48493
## "Wilson County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -124.587 -22.655 -3.121 19.795 101.610
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 303.188456 7.565611 40.075 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.003468 0.008452 0.410 0.6819
## confirmed_7dav_incidence_prop -0.011354 0.149511 -0.076 0.9395
## deaths_7dav_cumulative_prop -0.102207 0.456678 -0.224 0.8231
## deaths_7dav_incidence_prop -0.817078 6.327923 -0.129 0.8974
## EmergDec1 -80.833074 15.413157 -5.244 3.06e-07 ***
## GathRestrict1 -75.998751 42.867245 -1.773 0.0773 .
## SchoolClose1 -6.797175 15.210044 -0.447 0.6553
## BarRestrict1 26.925291 38.822200 0.694 0.4885
## PublicMask1 46.570206 9.275704 5.021 9.09e-07 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 0.105603 8.529111 0.012 0.9901
## weekend1 -1.784955 4.611971 -0.387 0.6990
## holiday1 -38.899180 12.206486 -3.187 0.0016 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 35.69 on 285 degrees of freedom
## Multiple R-squared: 0.4661, Adjusted R-squared: 0.4437
## F-statistic: 20.74 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48495
## "Winkler County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -131.381 -28.427 -3.464 31.859 167.873
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.943e+02 1.070e+01 18.157 < 2e-16 ***
## confirmed_7dav_cumulative_prop -3.384e-04 9.251e-03 -0.037 0.97085
## confirmed_7dav_incidence_prop 2.439e-01 2.129e-01 1.146 0.25295
## deaths_7dav_cumulative_prop 5.515e-02 3.058e-01 0.180 0.85702
## deaths_7dav_incidence_prop -4.663e+00 4.188e+00 -1.113 0.26643
## EmergDec1 -3.983e+01 2.180e+01 -1.827 0.06867 .
## GathRestrict1 -6.050e+01 5.785e+01 -1.046 0.29658
## SchoolClose1 -3.591e+01 1.102e+01 -3.257 0.00126 **
## BarRestrict1 3.587e+01 5.490e+01 0.653 0.51409
## PublicMask1 2.366e+01 1.233e+01 1.919 0.05595 .
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -1.807e+01 1.201e+01 -1.505 0.13354
## weekend1 2.384e+01 6.528e+00 3.651 0.00031 ***
## holiday1 -9.508e+00 1.727e+01 -0.551 0.58233
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 50.46 on 285 degrees of freedom
## Multiple R-squared: 0.3501, Adjusted R-squared: 0.3228
## F-statistic: 12.79 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48497
## "Wise County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -278.762 -36.978 -3.375 37.307 193.921
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 324.90814 14.50921 22.393 < 2e-16 ***
## confirmed_7dav_cumulative_prop 0.03594 0.05551 0.648 0.51783
## confirmed_7dav_incidence_prop -0.51110 0.53989 -0.947 0.34460
## deaths_7dav_cumulative_prop -0.10264 2.67738 -0.038 0.96945
## deaths_7dav_incidence_prop -23.61744 15.51473 -1.522 0.12905
## EmergDec1 -91.28471 29.55730 -3.088 0.00221 **
## GathRestrict1 -12.96407 79.66341 -0.163 0.87084
## SchoolClose1 -128.66092 21.21952 -6.063 4.22e-09 ***
## BarRestrict1 121.03090 74.46557 1.625 0.10520
## PublicMask1 79.35606 17.17490 4.620 5.81e-06 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 -24.07433 16.20708 -1.485 0.13854
## weekend1 27.45193 8.84908 3.102 0.00211 **
## holiday1 -21.45694 23.55058 -0.911 0.36301
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 68.43 on 285 degrees of freedom
## Multiple R-squared: 0.6884, Adjusted R-squared: 0.6753
## F-statistic: 52.47 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48499
## "Wood County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -67.579 -19.220 -2.647 14.794 179.235
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 81.75394 6.48025 12.616 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.06442 0.02695 -2.391 0.01747 *
## confirmed_7dav_incidence_prop 0.80811 0.41374 1.953 0.05178 .
## deaths_7dav_cumulative_prop 0.44408 0.35133 1.264 0.20726
## deaths_7dav_incidence_prop 6.10794 5.95636 1.025 0.30602
## EmergDec1 -17.43324 13.20177 -1.321 0.18772
## GathRestrict1 -2.58136 36.49374 -0.071 0.94366
## SchoolClose1 -29.82453 12.00288 -2.485 0.01354 *
## BarRestrict1 42.95744 33.25416 1.292 0.19748
## PublicMask1 20.39125 7.54423 2.703 0.00729 **
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 13.14728 7.32051 1.796 0.07356 .
## weekend1 1.43108 3.95129 0.362 0.71749
## holiday1 2.61500 10.49219 0.249 0.80336
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 30.57 on 285 degrees of freedom
## Multiple R-squared: 0.13, Adjusted R-squared: 0.09334
## F-statistic: 3.548 on 12 and 285 DF, p-value: 6.247e-05
##
## 48503
## "Young County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -496.26 -82.32 -11.96 89.68 345.55
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 840.73399 27.17650 30.936 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.03300 0.03189 -1.035 0.30171
## confirmed_7dav_incidence_prop -0.28959 0.87044 -0.333 0.73961
## deaths_7dav_cumulative_prop 2.04572 1.25235 1.634 0.10347
## deaths_7dav_incidence_prop -1.65159 14.03624 -0.118 0.90642
## EmergDec1 -221.72495 55.36447 -4.005 7.92e-05 ***
## GathRestrict1 -447.14670 146.39266 -3.054 0.00247 **
## SchoolClose1 67.17247 25.01245 2.686 0.00767 **
## BarRestrict1 150.71195 139.42130 1.081 0.28062
## PublicMask1 208.98041 31.63478 6.606 1.93e-10 ***
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 97.38804 30.50916 3.192 0.00157 **
## weekend1 -18.72574 16.56962 -1.130 0.25937
## holiday1 -65.18798 43.87073 -1.486 0.13841
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 128.2 on 285 degrees of freedom
## Multiple R-squared: 0.3831, Adjusted R-squared: 0.3572
## F-statistic: 14.75 on 12 and 285 DF, p-value: < 2.2e-16
##
## 48507
## "Zavala County"
##
## Call:
## lm(formula = formula2, data = .)
##
## Residuals:
## Min 1Q Median 3Q Max
## -56.097 -21.769 -3.983 18.766 97.289
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 94.42963 6.86626 13.753 < 2e-16 ***
## confirmed_7dav_cumulative_prop -0.01771 0.00650 -2.725 0.006833 **
## confirmed_7dav_incidence_prop 0.08765 0.11158 0.786 0.432788
## deaths_7dav_cumulative_prop 0.38312 0.14825 2.584 0.010255 *
## deaths_7dav_incidence_prop -1.01837 2.05450 -0.496 0.620506
## EmergDec1 23.29179 13.98822 1.665 0.096992 .
## GathRestrict1 -21.16234 37.47915 -0.565 0.572761
## SchoolClose1 -13.54789 9.11864 -1.486 0.138455
## BarRestrict1 -24.81544 35.22404 -0.705 0.481695
## PublicMask1 10.38094 7.93046 1.309 0.191590
## OtherBusinessClose1 NA NA NA NA
## Quarantine1 16.06709 7.69157 2.089 0.037602 *
## weekend1 -15.33643 4.18624 -3.664 0.000297 ***
## holiday1 -10.18366 11.09309 -0.918 0.359385
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 32.39 on 285 degrees of freedom
## Multiple R-squared: 0.1515, Adjusted R-squared: 0.1158
## F-statistic: 4.24 on 12 and 285 DF, p-value: 3.636e-06Rank of the effectiveness of the intervention
We can see that the effects of public mask and other business closures on reducing mobility are statistically significant at 0.05 level after we have counted for the case count signals. It also depends on the county regarding which intervention is more effective. For example, we see that school mask has a large effect on Stanislaus county, but may not have any effects on Alpine county. In addition, the interventions of gathering restriction and school closure in California are advisory, which appear to be not significant, whereas other mandatory policies have a significant effect on mobility.
The effect of California’s intervention on stay home signal
select_col <- c("EmergDec1","GathRestrict1","SchoolClose1","BarRestrict1","PublicMask1","OtherBusinessClose1","BusinessMask1", "SchoolMask1" ,"Quarantine1")
plist <- list()
count <- 1
for(i in 1:length(ls)){
# Same the summary
lm.fit <- summary(ls[[i]])
name <- c("EmergDec","GathRestrict","SchoolClose","BarRestrict","PublicMask","OtherBusinessClose","BusinessMask", "SchoolMask" ,"Quarantine")
df <- data.frame(fit= lm.fit$coefficients[select_col,1], interventions=name)
revised_df <- cbind(df,confint(ls[[i]])[select_col,])
colnames(revised_df)[3] <- "LCI"
colnames(revised_df)[4] <- "UCI"
p <- plot_bar(revised_df,
"fit",
"interventions",
"LCI",
"UCI",
"fit",
ca.counties[i])
plist[[count]] <- p
count <- count + 1
}
# Plot all counties mobility signal
nCol <- 1
for(i in 1:length(plist)){
do.call("grid.arrange", c(plist[i], ncol=nCol))
}
The effect of Texas’s intervention on stay home signal
select_col <- c("EmergDec1","GathRestrict1","SchoolClose1","BarRestrict1","PublicMask1","Quarantine1")
plist <- list()
count <- 1
for(i in 1:length(txls)){
# Same the summary
lm.fit <- summary(txls[[i]])
name <- c("EmergDec","GathRestrict","SchoolClose","BarRestrict","PublicMask","Quarantine")
df <- data.frame(fit= lm.fit$coefficients[select_col,1], interventions=name)
revised_df <- cbind(df,confint(txls[[i]])[select_col,])
colnames(revised_df)[3] <- "LCI"
colnames(revised_df)[4] <- "UCI"
p <- plot_bar(revised_df,
"fit",
"interventions",
"LCI",
"UCI",
"fit",
tx.counties[i])
plist[[count]] <- p
count <- count + 1
}
# Plot all counties mobility signal
nCol <- 1
for(i in 1:length(plist)){
do.call("grid.arrange", c(plist[i], ncol=nCol))
}
The effect of California’s intervention on restaurant visit
select_col <- c("EmergDec1","GathRestrict1","SchoolClose1","BarRestrict1","PublicMask1","OtherBusinessClose1","BusinessMask1", "SchoolMask1" ,"Quarantine1")
plist <- list()
count <- 1
for(i in 1:length(ca.restls)){
if(ca.counties_filtered[[i]]=="Sierra County"){
next
}
# Same the summary
lm.fit <- summary(ca.restls[[i]])
name <- c("EmergDec","GathRestrict","SchoolClose","BarRestrict","PublicMask" ,"OtherBusinessClose","BusinessMask", "SchoolMask" ,"Quarantine")
df <- data.frame(fit= lm.fit$coefficients[select_col,1], interventions=name)
revised_df <- cbind(df,confint(ca.restls[[i]])[select_col,])
colnames(revised_df)[3] <- "LCI"
colnames(revised_df)[4] <- "UCI"
p <- plot_bar(revised_df,
"fit",
"interventions",
"LCI",
"UCI",
"fit",
ca.counties_filtered[i])
plist[[count]] <- p
count <- count + 1
}
# Plot all counties mobility signal
nCol <- 1
for(i in 1:length(plist)){
do.call("grid.arrange", c(plist[i], ncol=nCol))
}
The effect of Texas’s intervention on restaurant visit
select_col <- c("EmergDec1","GathRestrict1","SchoolClose1","BarRestrict1","PublicMask1","Quarantine1")
plist <- list()
count <- 1
for(i in 1:length(tx.restls)){
# Same the summary
lm.fit <- summary(tx.restls[[i]])
name <- c("EmergDec","GathRestrict","SchoolClose","BarRestrict","PublicMask","Quarantine")
df <- data.frame(fit= lm.fit$coefficients[select_col,1], interventions=name)
revised_df <- cbind(df,confint(tx.restls[[i]])[select_col,])
colnames(revised_df)[3] <- "LCI"
colnames(revised_df)[4] <- "UCI"
p <- plot_bar(revised_df,
"fit",
"interventions",
"LCI",
"UCI",
"fit",
tx.counties.filtered[i])
plist[[count]] <- p
count <- count + 1
}
# Plot all counties mobility signal
nCol <- 1
for(i in 1:length(plist)){
do.call("grid.arrange", c(plist[i], ncol=nCol))
}
Conclusion
We assume that every county will follow the state-wide policy accordingly. Having accounted for weekends and holidays, bar restriction and school clousure seem to have a greater effect on increasing staying at home signal among all other interventions in California. Other interventions, in contrary, reduce stay at home signal in California. The effects of the interventions vary across counties. On the other hand, emergency declaration increases the stay home signal in some counties of Texas. Also, in general, public mask reduces stay at home signal in Texas.
Also, we see that wearing masks may help increase restaurant visit. For example, business mask seems to stimulate the increase of the restaurant visit. Moreover, public masks increases the number of restaurant visit in most of the counties in California.
We rank the effectiveness of the intervention on mobility in terms of the regression coefficient in a linear regression setting. We leave characterization for the ranks of the effect of intervention on county-level as a future work. Other regression methods such as non-parametric regression should also be used for further study.